Results for methods appear here after users upload them and approve them for public display.
EPE all | EPE matched | EPE unmatched | d0-10 | d10-60 | d60-140 | s0-10 | s10-40 | s40+ | |||||||||||
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GroundTruth [1] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | Visualize Results | |||||||||
fastMemo [2] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | Visualize Results | |||||||||
ViCo_VideoFlow_MOF [3] | 1.618 | 0.768 | 8.543 | 1.966 | 0.601 | 0.348 | 0.392 | 1.198 | 8.705 | Visualize Results | |||||||||
VideoFlow-MOF [4] | 1.649 | 0.788 | 8.660 | 2.090 | 0.609 | 0.334 | 0.403 | 1.243 | 8.804 | Visualize Results | |||||||||
MemoFlow [5] | 1.692 | 0.805 | 8.917 | 2.125 | 0.631 | 0.338 | 0.407 | 1.262 | 9.098 | Visualize Results | |||||||||
VideoFlow-BOF [6] | 1.713 | 0.812 | 9.054 | 2.056 | 0.636 | 0.387 | 0.387 | 1.242 | 9.422 | Visualize Results | |||||||||
StreamFlow [7] | 1.874 | 0.824 | 10.435 | 2.091 | 0.635 | 0.350 | 0.409 | 1.240 | 10.674 | Visualize Results | |||||||||
MemFlow-T [8] | 1.840 | 0.874 | 9.710 | 2.233 | 0.671 | 0.370 | 0.467 | 1.351 | 9.828 | Visualize Results | |||||||||
FlowFormer++ [9] | 1.943 | 0.878 | 10.627 | 2.302 | 0.720 | 0.384 | 0.438 | 1.404 | 10.712 | Visualize Results | |||||||||
AGM-FlowNet [10] | 2.039 | 0.896 | 11.360 | 2.310 | 0.703 | 0.392 | 0.495 | 1.419 | 11.201 | Visualize Results | |||||||||
SeFlow [11] | 1.925 | 0.902 | 10.267 | 2.376 | 0.768 | 0.359 | 0.445 | 1.367 | 10.622 | Visualize Results | |||||||||
DPFlow [12] | 1.975 | 0.906 | 10.685 | 2.388 | 0.763 | 0.401 | 0.400 | 1.313 | 11.391 | Visualize Results | |||||||||
sdex001 [13] | 1.824 | 0.908 | 9.270 | 2.446 | 0.682 | 0.421 | 0.416 | 1.424 | 9.746 | Visualize Results | |||||||||
StreamFlow-Baseline [14] | 2.106 | 0.928 | 11.703 | 2.329 | 0.741 | 0.397 | 0.478 | 1.384 | 11.923 | Visualize Results | |||||||||
MemFlow [15] | 1.914 | 0.931 | 9.928 | 2.332 | 0.736 | 0.419 | 0.430 | 1.382 | 10.556 | Visualize Results | |||||||||
CCMR+ [16] | 2.097 | 0.933 | 11.575 | 2.210 | 0.761 | 0.488 | 0.387 | 1.321 | 12.453 | Visualize Results | |||||||||
PVTFlow [17] | 2.113 | 0.942 | 11.657 | 2.379 | 0.736 | 0.458 | 0.486 | 1.388 | 11.933 | Visualize Results | |||||||||
MotionFlow+ [18] | 2.020 | 0.949 | 10.749 | 2.430 | 0.795 | 0.381 | 0.483 | 1.403 | 11.132 | Visualize Results | |||||||||
MotionFlow [19] | 2.070 | 0.955 | 11.156 | 2.482 | 0.762 | 0.395 | 0.491 | 1.519 | 11.236 | Visualize Results | |||||||||
ProMotion [20] | 2.006 | 0.957 | 10.566 | 2.531 | 0.758 | 0.426 | 0.502 | 1.525 | 10.630 | Visualize Results | |||||||||
SCFlow [21] | 2.160 | 0.957 | 11.970 | 2.141 | 0.719 | 0.522 | 0.490 | 1.409 | 12.266 | Visualize Results | |||||||||
FlowFormer [22] | 2.088 | 0.958 | 11.304 | 2.431 | 0.759 | 0.426 | 0.459 | 1.472 | 11.656 | Visualize Results | |||||||||
flowformer_val [23] | 2.088 | 0.958 | 11.306 | 2.431 | 0.759 | 0.427 | 0.459 | 1.473 | 11.657 | Visualize Results | |||||||||
GAFlow-FF [24] | 2.050 | 0.961 | 10.929 | 2.402 | 0.763 | 0.438 | 0.453 | 1.465 | 11.381 | Visualize Results | |||||||||
ProtoFormer [25] | 2.065 | 0.963 | 11.043 | 2.529 | 0.774 | 0.425 | 0.482 | 1.527 | 11.217 | Visualize Results | |||||||||
FlowDiffuser [26] | 2.026 | 0.966 | 10.666 | 2.494 | 0.790 | 0.430 | 0.478 | 1.519 | 10.930 | Visualize Results | |||||||||
EMD-L [27] | 2.505 | 0.983 | 14.909 | 2.173 | 0.790 | 0.550 | 0.469 | 1.331 | 15.451 | Visualize Results | |||||||||
TransFlow [28] | 2.076 | 0.986 | 10.960 | 2.596 | 0.800 | 0.402 | 0.501 | 1.544 | 11.171 | Visualize Results | |||||||||
TSGFlow [29] | 2.124 | 0.992 | 11.348 | 2.457 | 0.777 | 0.487 | 0.480 | 1.517 | 11.741 | Visualize Results | |||||||||
EMD-OER [30] | 2.410 | 0.994 | 13.955 | 2.252 | 0.805 | 0.518 | 0.498 | 1.392 | 14.364 | Visualize Results | |||||||||
OM_GMFlow [31] | 2.199 | 0.995 | 12.004 | 2.068 | 0.728 | 0.532 | 0.470 | 1.277 | 13.008 | Visualize Results | |||||||||
APCAFlow [32] | 2.257 | 0.998 | 12.521 | 2.455 | 0.793 | 0.488 | 0.489 | 1.457 | 12.964 | Visualize Results | |||||||||
ce_v214 [33] | 2.134 | 1.018 | 11.235 | 2.661 | 0.840 | 0.412 | 0.487 | 1.534 | 11.755 | Visualize Results | |||||||||
SAMFlow [34] | 2.080 | 1.036 | 10.600 | 2.436 | 0.776 | 0.546 | 0.515 | 1.488 | 11.278 | Visualize Results | |||||||||
TSA [35] | 2.293 | 1.036 | 12.536 | 2.071 | 0.776 | 0.698 | 0.455 | 1.265 | 13.898 | Visualize Results | |||||||||
GAFlow [36] | 2.244 | 1.036 | 12.092 | 2.558 | 0.840 | 0.533 | 0.465 | 1.503 | 12.864 | Visualize Results | |||||||||
SKII [37] | 2.160 | 1.049 | 11.215 | 2.754 | 0.886 | 0.458 | 0.465 | 1.624 | 11.856 | Visualize Results | |||||||||
CrossFlow [38] | 2.237 | 1.060 | 11.828 | 2.631 | 0.857 | 0.510 | 0.563 | 1.479 | 12.376 | Visualize Results | |||||||||
MatchFlow_GMA [39] | 2.373 | 1.061 | 13.070 | 2.604 | 0.863 | 0.485 | 0.504 | 1.508 | 13.735 | Visualize Results | |||||||||
SplatFlow [40] | 2.072 | 1.063 | 10.285 | 2.717 | 0.851 | 0.452 | 0.508 | 1.538 | 11.109 | Visualize Results | |||||||||
ce_skii_skii [41] | 2.205 | 1.063 | 11.515 | 2.745 | 0.884 | 0.445 | 0.500 | 1.549 | 12.246 | Visualize Results | |||||||||
CE_SKII [42] | 2.194 | 1.066 | 11.390 | 2.686 | 0.876 | 0.490 | 0.479 | 1.598 | 12.134 | Visualize Results | |||||||||
OPPFlow [43] | 2.340 | 1.073 | 12.662 | 2.085 | 0.803 | 0.681 | 0.453 | 1.337 | 14.121 | Visualize Results | |||||||||
GMFlow_RVC [44] | 2.218 | 1.085 | 11.437 | 2.327 | 0.813 | 0.651 | 0.539 | 1.433 | 12.428 | Visualize Results | |||||||||
CVEFlow [45] | 2.336 | 1.088 | 12.515 | 2.775 | 0.922 | 0.499 | 0.486 | 1.668 | 13.132 | Visualize Results | |||||||||
KPA-Flow [46] | 2.272 | 1.093 | 11.891 | 2.707 | 0.869 | 0.570 | 0.520 | 1.572 | 12.657 | Visualize Results | |||||||||
MCPFlow_RVC [47] | 2.350 | 1.094 | 12.595 | 2.702 | 0.870 | 0.507 | 0.517 | 1.552 | 13.373 | Visualize Results | |||||||||
GMFlow+ [48] | 2.367 | 1.095 | 12.739 | 2.097 | 0.808 | 0.708 | 0.453 | 1.328 | 14.377 | Visualize Results | |||||||||
SSTM++3kt [49] | 2.485 | 1.097 | 13.800 | 2.730 | 0.929 | 0.466 | 0.524 | 1.514 | 14.566 | Visualize Results | |||||||||
OM_GMA [50] | 2.349 | 1.105 | 12.492 | 2.534 | 0.870 | 0.547 | 0.553 | 1.504 | 13.304 | Visualize Results | |||||||||
AnyFlow+GMA [51] | 2.456 | 1.116 | 13.372 | 2.768 | 0.937 | 0.506 | 0.539 | 1.532 | 14.198 | Visualize Results | |||||||||
LLA-FLOW+GMA [52] | 2.330 | 1.134 | 12.091 | 2.758 | 0.931 | 0.561 | 0.548 | 1.549 | 13.066 | Visualize Results | |||||||||
SKFlow [53] | 2.261 | 1.138 | 11.415 | 2.839 | 0.945 | 0.498 | 0.577 | 1.681 | 12.015 | Visualize Results | |||||||||
CGCV-GMA [54] | 2.430 | 1.149 | 12.881 | 2.821 | 1.014 | 0.525 | 0.500 | 1.657 | 13.873 | Visualize Results | |||||||||
SSTM++_ttt_nws [55] | 2.526 | 1.149 | 13.747 | 2.899 | 0.929 | 0.583 | 0.519 | 1.666 | 14.560 | Visualize Results | |||||||||
MMAFlow [56] | 2.471 | 1.158 | 13.177 | 2.503 | 0.900 | 0.666 | 0.440 | 1.455 | 15.005 | Visualize Results | |||||||||
sdex00 [57] | 2.399 | 1.161 | 12.488 | 2.711 | 0.908 | 0.637 | 0.445 | 1.618 | 13.969 | Visualize Results | |||||||||
GMA+TCU+aug [58] | 2.442 | 1.161 | 12.895 | 2.723 | 1.004 | 0.556 | 0.547 | 1.653 | 13.757 | Visualize Results | |||||||||
OM_CRAFT [59] | 2.412 | 1.162 | 12.611 | 2.741 | 0.959 | 0.576 | 0.689 | 1.702 | 12.689 | Visualize Results | |||||||||
CRAFT [60] | 2.417 | 1.163 | 12.637 | 2.837 | 1.012 | 0.547 | 0.538 | 1.623 | 13.656 | Visualize Results | |||||||||
SSTM++_ttt_ws [61] | 2.532 | 1.164 | 13.692 | 2.982 | 0.957 | 0.549 | 0.531 | 1.658 | 14.573 | Visualize Results | |||||||||
SSTM++nws-main [62] | 2.582 | 1.169 | 14.102 | 2.905 | 0.971 | 0.583 | 0.510 | 1.678 | 15.045 | Visualize Results | |||||||||
SSTM++_reconst [63] | 2.609 | 1.173 | 14.317 | 2.924 | 0.963 | 0.582 | 0.532 | 1.687 | 15.142 | Visualize Results | |||||||||
GMA+TCU-aug [64] | 2.469 | 1.175 | 13.028 | 2.723 | 1.040 | 0.545 | 0.525 | 1.630 | 14.148 | Visualize Results | |||||||||
SSTM++warm-main [65] | 2.591 | 1.182 | 14.074 | 2.959 | 0.996 | 0.559 | 0.515 | 1.669 | 15.117 | Visualize Results | |||||||||
MS_RAFT [66] | 2.667 | 1.190 | 14.706 | 2.635 | 0.941 | 0.749 | 0.468 | 1.511 | 16.377 | Visualize Results | |||||||||
RAFT2-L [67] | 2.601 | 1.196 | 14.061 | 2.535 | 0.905 | 0.764 | 0.506 | 1.482 | 15.709 | Visualize Results | |||||||||
MatchFlow_RAFT [68] | 2.641 | 1.196 | 14.421 | 2.712 | 0.963 | 0.705 | 0.530 | 1.578 | 15.688 | Visualize Results | |||||||||
GMA-FS [69] | 2.441 | 1.203 | 12.551 | 2.777 | 0.961 | 0.594 | 0.587 | 1.646 | 13.576 | Visualize Results | |||||||||
CroCo-Flow [70] | 2.436 | 1.211 | 12.423 | 2.375 | 0.794 | 0.940 | 0.429 | 1.275 | 15.208 | Visualize Results | |||||||||
AGF-Flow3 [71] | 2.733 | 1.217 | 15.105 | 2.419 | 0.912 | 0.737 | 0.463 | 1.440 | 17.133 | Visualize Results | |||||||||
RAFT-CF [72] | 2.645 | 1.218 | 14.289 | 2.775 | 1.051 | 0.639 | 0.547 | 1.524 | 15.775 | Visualize Results | |||||||||
GMA+LCT-Flow [73] | 2.734 | 1.218 | 15.103 | 2.419 | 0.914 | 0.738 | 0.465 | 1.441 | 17.131 | Visualize Results | |||||||||
ProtoFormer [74] | 2.527 | 1.219 | 13.194 | 2.837 | 0.943 | 0.591 | 0.624 | 1.776 | 13.785 | Visualize Results | |||||||||
AGFlow [75] | 2.469 | 1.221 | 12.643 | 2.892 | 0.991 | 0.698 | 0.560 | 1.692 | 13.816 | Visualize Results | |||||||||
HMAFlow [76] | 2.768 | 1.226 | 15.341 | 2.762 | 1.088 | 0.690 | 0.479 | 1.533 | 17.115 | Visualize Results | |||||||||
CVE-RAFT [77] | 2.707 | 1.227 | 14.776 | 2.942 | 1.054 | 0.617 | 0.580 | 1.726 | 15.634 | Visualize Results | |||||||||
ACAFlow [78] | 2.573 | 1.228 | 13.543 | 2.718 | 0.958 | 0.646 | 0.488 | 1.627 | 15.203 | Visualize Results | |||||||||
ErrorMatch-GMA [79] | 2.461 | 1.228 | 12.519 | 2.799 | 1.047 | 0.642 | 0.541 | 1.701 | 13.821 | Visualize Results | |||||||||
LSHRAFT [80] | 2.584 | 1.231 | 13.626 | 2.658 | 1.066 | 0.765 | 0.537 | 1.480 | 15.424 | Visualize Results | |||||||||
GMA [81] | 2.470 | 1.241 | 12.501 | 2.863 | 1.057 | 0.653 | 0.566 | 1.817 | 13.492 | Visualize Results | |||||||||
RAFT-OCTC [82] | 2.574 | 1.243 | 13.435 | 2.880 | 1.045 | 0.667 | 0.578 | 1.701 | 14.594 | Visualize Results | |||||||||
YOIO [83] | 2.596 | 1.243 | 13.609 | 2.779 | 1.031 | 0.714 | 0.612 | 1.854 | 14.212 | Visualize Results | |||||||||
CGCV-RAFT [84] | 2.730 | 1.244 | 14.843 | 2.954 | 1.072 | 0.652 | 0.577 | 1.721 | 15.849 | Visualize Results | |||||||||
BD-Flow_finetune [85] | 2.624 | 1.244 | 13.871 | 2.654 | 1.015 | 0.784 | 0.581 | 1.580 | 15.282 | Visualize Results | |||||||||
Win-Win [86] | 2.338 | 1.254 | 11.165 | 2.678 | 0.853 | 0.778 | 0.480 | 1.530 | 13.498 | Visualize Results | |||||||||
BD-Flow [87] | 2.783 | 1.255 | 15.230 | 2.759 | 1.021 | 0.809 | 0.567 | 1.722 | 16.338 | Visualize Results | |||||||||
MatchFlow_GMA_2-view [88] | 2.767 | 1.255 | 15.092 | 2.609 | 0.949 | 0.778 | 0.500 | 1.541 | 16.986 | Visualize Results | |||||||||
MVFlow [89] | 2.714 | 1.256 | 14.598 | 2.899 | 1.026 | 0.657 | 0.572 | 1.840 | 15.452 | Visualize Results | |||||||||
FCTR-m [90] | 2.687 | 1.261 | 14.310 | 2.897 | 1.032 | 0.709 | 0.578 | 1.761 | 15.386 | Visualize Results | |||||||||
MMAFlow [91] | 2.639 | 1.264 | 13.847 | 2.563 | 0.960 | 0.772 | 0.529 | 1.555 | 15.732 | Visualize Results | |||||||||
COMBO [92] | 2.746 | 1.269 | 14.795 | 2.599 | 0.982 | 0.753 | 0.571 | 1.638 | 16.220 | Visualize Results | |||||||||
GMFlowNet [93] | 2.648 | 1.271 | 13.882 | 2.818 | 1.050 | 0.776 | 0.699 | 1.784 | 14.417 | Visualize Results | |||||||||
SeparableFlow-2views [94] | 2.667 | 1.275 | 14.013 | 2.937 | 1.056 | 0.620 | 0.580 | 1.738 | 15.269 | Visualize Results | |||||||||
LLA-Flow [95] | 2.624 | 1.277 | 13.613 | 2.974 | 1.092 | 0.685 | 0.701 | 1.789 | 14.194 | Visualize Results | |||||||||
MS_RAFT+_RVC [96] | 2.682 | 1.278 | 14.122 | 2.508 | 1.020 | 0.848 | 0.420 | 1.535 | 16.677 | Visualize Results | |||||||||
DDVM [97] | 2.475 | 1.281 | 12.198 | 2.095 | 0.898 | 0.974 | 0.312 | 1.090 | 16.548 | Visualize Results | |||||||||
submission5367 [98] | 2.742 | 1.282 | 14.656 | 3.027 | 1.110 | 0.644 | 0.562 | 1.743 | 15.980 | Visualize Results | |||||||||
DIP [99] | 2.834 | 1.282 | 15.485 | 2.723 | 1.090 | 0.801 | 0.571 | 1.812 | 16.531 | Visualize Results | |||||||||
SKFlow_RAFT [100] | 2.607 | 1.288 | 13.352 | 2.977 | 1.018 | 0.654 | 0.642 | 1.769 | 14.379 | Visualize Results | |||||||||
FCTR [101] | 2.927 | 1.291 | 16.270 | 2.811 | 1.100 | 0.780 | 0.562 | 1.633 | 17.800 | Visualize Results | |||||||||
ACAFlow [102] | 2.710 | 1.312 | 14.112 | 2.751 | 1.065 | 0.709 | 0.480 | 1.609 | 16.435 | Visualize Results | |||||||||
ScaleFLow++ [103] | 2.772 | 1.313 | 14.680 | 2.644 | 1.020 | 0.817 | 0.544 | 1.537 | 16.826 | Visualize Results | |||||||||
RAFT-it+_RVC [104] | 2.696 | 1.317 | 13.929 | 2.486 | 0.929 | 0.839 | 0.440 | 1.456 | 16.880 | Visualize Results | |||||||||
GMFlow [105] | 2.902 | 1.319 | 15.797 | 2.491 | 1.043 | 0.882 | 0.714 | 1.659 | 16.751 | Visualize Results | |||||||||
L2L-Flow-ext-warm [106] | 2.780 | 1.319 | 14.697 | 3.098 | 1.145 | 0.637 | 0.656 | 1.879 | 15.502 | Visualize Results | |||||||||
RAFT+NCUP [107] | 2.692 | 1.323 | 13.854 | 3.139 | 1.086 | 0.636 | 0.635 | 1.844 | 14.949 | Visualize Results | |||||||||
MFCFlow [108] | 2.579 | 1.326 | 12.805 | 3.018 | 1.113 | 0.662 | 0.587 | 1.678 | 14.647 | Visualize Results | |||||||||
RFPM [109] | 2.901 | 1.331 | 15.698 | 2.732 | 1.063 | 0.811 | 0.535 | 1.602 | 17.779 | Visualize Results | |||||||||
ErrorMatch-RAFT [110] | 2.817 | 1.331 | 14.937 | 3.008 | 1.119 | 0.773 | 0.661 | 1.805 | 15.969 | Visualize Results | |||||||||
HCVNet [111] | 2.810 | 1.336 | 14.824 | 2.921 | 1.096 | 0.835 | 0.601 | 1.802 | 16.205 | Visualize Results | |||||||||
EMD-M [112] | 2.848 | 1.340 | 15.148 | 2.713 | 0.997 | 0.848 | 0.526 | 1.615 | 17.358 | Visualize Results | |||||||||
RAFT-FS [113] | 2.785 | 1.341 | 14.557 | 3.114 | 1.104 | 0.649 | 0.681 | 1.850 | 15.487 | Visualize Results | |||||||||
OM_RAFT [114] | 2.845 | 1.351 | 15.039 | 3.006 | 1.084 | 0.794 | 0.618 | 1.785 | 16.464 | Visualize Results | |||||||||
RPKNet [115] | 2.657 | 1.356 | 13.273 | 2.640 | 0.986 | 0.954 | 0.528 | 1.529 | 15.956 | Visualize Results | |||||||||
RAFTwarm+OBS [116] | 2.826 | 1.356 | 14.809 | 3.134 | 1.116 | 0.735 | 0.631 | 1.832 | 16.117 | Visualize Results | |||||||||
raft-jm [117] | 2.854 | 1.365 | 14.983 | 3.089 | 1.102 | 0.796 | 0.650 | 1.769 | 16.403 | Visualize Results | |||||||||
DEQ-Flow-H [118] | 2.851 | 1.366 | 14.956 | 2.984 | 1.211 | 0.764 | 0.554 | 1.840 | 16.688 | Visualize Results | |||||||||
FTGAN [119] | 2.865 | 1.371 | 15.046 | 3.019 | 1.151 | 0.773 | 0.582 | 1.699 | 17.008 | Visualize Results | |||||||||
RAFTwarm+AOIR [120] | 2.813 | 1.371 | 14.565 | 3.088 | 1.099 | 0.727 | 0.603 | 1.781 | 16.271 | Visualize Results | |||||||||
MFR [121] | 2.801 | 1.380 | 14.385 | 3.075 | 1.112 | 0.772 | 0.674 | 1.829 | 15.703 | Visualize Results | |||||||||
RAFT+LCT-Flow [122] | 3.024 | 1.381 | 16.428 | 2.650 | 1.041 | 0.944 | 0.519 | 1.603 | 18.898 | Visualize Results | |||||||||
AGF-Flow2 [123] | 3.028 | 1.385 | 16.430 | 2.653 | 1.043 | 0.951 | 0.527 | 1.602 | 18.899 | Visualize Results | |||||||||
Deformable_RAFT [124] | 2.874 | 1.386 | 15.009 | 3.118 | 1.201 | 0.766 | 0.636 | 1.949 | 16.212 | Visualize Results | |||||||||
GMA-base [125] | 2.900 | 1.389 | 15.224 | 2.838 | 1.053 | 0.811 | 0.571 | 1.672 | 17.427 | Visualize Results | |||||||||
L2L-Flow-ext [126] | 2.954 | 1.392 | 15.684 | 3.059 | 1.158 | 0.822 | 0.649 | 1.823 | 17.125 | Visualize Results | |||||||||
RAFTv2-OER-warm-start [127] | 2.831 | 1.396 | 14.536 | 3.109 | 1.133 | 0.742 | 0.628 | 1.798 | 16.259 | Visualize Results | |||||||||
ScaleRAFT [128] | 3.164 | 1.399 | 17.550 | 2.996 | 1.142 | 0.778 | 0.678 | 1.926 | 18.493 | Visualize Results | |||||||||
GMA-two_img [129] | 2.881 | 1.400 | 14.956 | 2.857 | 1.057 | 0.825 | 0.569 | 1.715 | 17.179 | Visualize Results | |||||||||
NASFlow [130] | 2.822 | 1.403 | 14.389 | 2.998 | 1.146 | 0.910 | 0.655 | 1.757 | 16.143 | Visualize Results | |||||||||
CCAFlow [131] | 2.908 | 1.403 | 15.171 | 2.442 | 1.022 | 1.124 | 0.412 | 1.512 | 18.663 | Visualize Results | |||||||||
RAFT [132] | 2.855 | 1.405 | 14.680 | 3.112 | 1.133 | 0.770 | 0.634 | 1.823 | 16.371 | Visualize Results | |||||||||
NASFlow-RAFT [133] | 3.174 | 1.407 | 17.580 | 2.720 | 1.064 | 0.969 | 0.518 | 1.625 | 20.100 | Visualize Results | |||||||||
RAFT-it [134] | 2.896 | 1.407 | 15.027 | 2.811 | 1.157 | 0.882 | 0.510 | 1.701 | 17.622 | Visualize Results | |||||||||
PredFlow [135] | 2.959 | 1.409 | 15.602 | 2.930 | 1.142 | 0.843 | 0.604 | 1.757 | 17.561 | 2.959 | 1.409 | 15.602 | 2.930 | 1.142 | 0.843 | 0.604 | 1.757 | 17.561 | Visualize Results |
PredFlow [136] | 2.959 | 1.409 | 15.602 | 2.930 | 1.142 | 0.843 | 0.604 | 1.757 | 17.561 | 2.959 | 1.409 | 15.602 | 2.930 | 1.142 | 0.843 | 0.604 | 1.757 | 17.561 | Visualize Results |
SwinTR-RAFT [137] | 2.946 | 1.411 | 15.457 | 2.676 | 1.045 | 0.983 | 0.513 | 1.640 | 18.175 | Visualize Results | |||||||||
SSTM-nws [138] | 3.076 | 1.431 | 16.491 | 2.992 | 1.129 | 0.843 | 0.553 | 1.935 | 18.356 | Visualize Results | |||||||||
SCAR [139] | 2.885 | 1.443 | 14.647 | 2.990 | 1.174 | 0.977 | 0.648 | 1.807 | 16.590 | Visualize Results | |||||||||
CSFlow-2-view [140] | 3.025 | 1.445 | 15.914 | 3.061 | 1.125 | 0.877 | 0.622 | 1.881 | 17.720 | Visualize Results | |||||||||
ACAFlow [141] | 2.913 | 1.447 | 14.869 | 2.878 | 1.214 | 0.799 | 0.507 | 1.640 | 17.922 | Visualize Results | |||||||||
RAFT-DFlow [142] | 3.065 | 1.453 | 16.212 | 3.028 | 1.115 | 0.885 | 0.617 | 1.907 | 18.019 | Visualize Results | |||||||||
MF2C [143] | 2.980 | 1.484 | 15.191 | 3.187 | 1.281 | 0.978 | 0.692 | 2.060 | 16.560 | Visualize Results | |||||||||
TrepFlow [144] | 2.888 | 1.486 | 14.314 | 2.925 | 1.081 | 1.027 | 0.606 | 1.628 | 17.259 | Visualize Results | |||||||||
RAFT+OBS [145] | 3.104 | 1.487 | 16.286 | 3.107 | 1.153 | 0.964 | 0.657 | 1.940 | 18.061 | Visualize Results | |||||||||
MeFlow [146] | 3.090 | 1.487 | 16.158 | 3.155 | 1.170 | 0.881 | 0.636 | 1.769 | 18.460 | Visualize Results | |||||||||
RAFT-GT-ft [147] | 3.288 | 1.501 | 17.858 | 3.107 | 1.157 | 0.918 | 0.618 | 1.939 | 19.802 | Visualize Results | |||||||||
CasFlow [148] | 3.168 | 1.507 | 16.711 | 2.856 | 1.214 | 0.997 | 0.549 | 1.768 | 19.552 | Visualize Results | |||||||||
MFFC [149] | 3.029 | 1.517 | 15.363 | 3.135 | 1.189 | 0.916 | 0.621 | 1.812 | 17.929 | Visualize Results | |||||||||
RAFT-illumination [150] | 3.181 | 1.519 | 16.725 | 3.018 | 1.186 | 0.961 | 0.693 | 1.790 | 18.888 | Visualize Results | |||||||||
RAFT+AOIR [151] | 3.172 | 1.529 | 16.561 | 3.033 | 1.156 | 1.019 | 0.611 | 1.806 | 19.185 | Visualize Results | |||||||||
ADLAB-PRFlow [152] | 3.324 | 1.534 | 17.916 | 3.236 | 1.277 | 1.008 | 0.727 | 2.077 | 19.230 | Visualize Results | |||||||||
MobileFlow [153] | 3.182 | 1.546 | 16.522 | 3.198 | 1.219 | 0.904 | 0.619 | 2.045 | 18.645 | Visualize Results | |||||||||
DCN-Flow [154] | 3.186 | 1.553 | 16.498 | 3.086 | 1.251 | 1.032 | 0.658 | 1.878 | 18.890 | Visualize Results | |||||||||
RAFTv2-OER-2-view [155] | 3.190 | 1.554 | 16.526 | 3.055 | 1.191 | 1.033 | 0.634 | 1.824 | 19.170 | Visualize Results | |||||||||
RAFT-base [156] | 3.199 | 1.561 | 16.544 | 3.071 | 1.181 | 1.024 | 0.637 | 1.839 | 19.195 | Visualize Results | |||||||||
OADFlow [157] | 3.256 | 1.571 | 16.990 | 3.115 | 1.181 | 1.073 | 0.656 | 1.813 | 19.644 | Visualize Results | |||||||||
RAFT+LCV [158] | 3.365 | 1.589 | 17.848 | 3.801 | 1.244 | 0.911 | 0.792 | 2.236 | 18.858 | Visualize Results | |||||||||
RAFT-A [159] | 3.137 | 1.590 | 15.762 | 3.153 | 1.270 | 1.032 | 0.534 | 1.956 | 18.912 | Visualize Results | |||||||||
RAFTv1-OER-2-view [160] | 3.508 | 1.610 | 18.984 | 3.366 | 1.252 | 1.039 | 0.660 | 2.054 | 21.158 | Visualize Results | |||||||||
DICL_update [161] | 3.438 | 1.618 | 18.272 | 3.271 | 1.286 | 1.004 | 0.627 | 1.768 | 21.424 | Visualize Results | |||||||||
PRAFlow_RVC [162] | 3.559 | 1.629 | 19.292 | 2.851 | 1.322 | 1.118 | 0.545 | 1.799 | 22.770 | Visualize Results | |||||||||
DICL-Flow+ [163] | 3.317 | 1.637 | 17.022 | 3.528 | 1.284 | 0.973 | 0.665 | 1.904 | 19.897 | Visualize Results | |||||||||
metaFlow [164] | 3.519 | 1.660 | 18.669 | 3.782 | 1.216 | 0.988 | 0.754 | 2.160 | 20.521 | Visualize Results | |||||||||
RAFT+ConvUp [165] | 3.642 | 1.661 | 19.796 | 3.372 | 1.258 | 1.096 | 0.732 | 2.054 | 21.920 | Visualize Results | |||||||||
DICL-Flow [166] | 3.604 | 1.662 | 19.442 | 3.650 | 1.237 | 1.014 | 0.676 | 2.021 | 21.962 | Visualize Results | |||||||||
SCV [167] | 3.603 | 1.698 | 19.139 | 3.243 | 1.429 | 1.170 | 0.787 | 2.110 | 21.197 | Visualize Results | |||||||||
RAFT-TF_RVC [168] | 3.321 | 1.727 | 16.323 | 3.484 | 1.450 | 1.026 | 0.617 | 2.301 | 19.195 | Visualize Results | |||||||||
Flow1D-OER [169] | 3.713 | 1.792 | 19.372 | 3.362 | 1.518 | 1.170 | 0.655 | 2.075 | 22.842 | Visualize Results | |||||||||
EFlow-M-tile [170] | 3.835 | 1.800 | 20.420 | 3.397 | 1.534 | 1.178 | 0.823 | 2.216 | 22.690 | Visualize Results | |||||||||
RAPIDFlow [171] | 3.564 | 1.811 | 17.849 | 3.263 | 1.345 | 1.259 | 0.690 | 1.923 | 21.783 | Visualize Results | |||||||||
STaRFlow [172] | 3.707 | 1.838 | 18.946 | 3.618 | 1.439 | 1.122 | 0.744 | 2.018 | 22.491 | Visualize Results | |||||||||
IOFPL-CVr8-ft [173] | 4.014 | 1.906 | 21.194 | 3.246 | 1.418 | 1.374 | 0.656 | 1.905 | 25.767 | Visualize Results | |||||||||
CVPR-1235 [174] | 3.649 | 1.912 | 17.818 | 3.857 | 1.576 | 1.144 | 0.823 | 2.965 | 19.311 | Visualize Results | |||||||||
less_iter_fine [175] | 4.337 | 1.917 | 24.061 | 3.584 | 1.499 | 1.233 | 0.786 | 2.346 | 26.760 | Visualize Results | |||||||||
RAFT-VM [176] | 4.190 | 1.941 | 22.521 | 3.890 | 1.624 | 1.192 | 0.724 | 2.470 | 25.543 | Visualize Results | |||||||||
Flow1D [177] | 3.806 | 1.949 | 18.946 | 3.604 | 1.756 | 1.394 | 0.738 | 2.479 | 22.221 | Visualize Results | |||||||||
ADW-Net [178] | 4.017 | 1.951 | 20.855 | 3.720 | 1.472 | 1.308 | 0.818 | 2.442 | 23.694 | Visualize Results | |||||||||
IOFPL-ft [179] | 4.224 | 1.956 | 22.704 | 3.288 | 1.479 | 1.419 | 0.646 | 1.897 | 27.596 | Visualize Results | |||||||||
EdgeFlow [180] | 3.635 | 1.971 | 17.171 | 3.880 | 1.589 | 1.222 | 0.939 | 2.357 | 20.066 | Visualize Results | |||||||||
DCVNet [181] | 3.655 | 1.986 | 17.243 | 3.822 | 1.556 | 1.296 | 0.772 | 2.409 | 20.937 | Visualize Results | |||||||||
ScopeFlow [182] | 4.098 | 1.999 | 21.214 | 4.028 | 1.689 | 1.180 | 0.725 | 2.589 | 24.477 | Visualize Results | |||||||||
vcn+MSDRNet [183] | 4.143 | 1.999 | 21.621 | 3.932 | 1.637 | 1.266 | 0.763 | 2.387 | 25.165 | Visualize Results | |||||||||
LSM_FLOW_RVC [184] | 4.150 | 2.018 | 21.531 | 3.470 | 1.600 | 1.478 | 0.606 | 1.840 | 27.323 | Visualize Results | |||||||||
DistillFlow+ft [185] | 4.095 | 2.031 | 20.934 | 4.300 | 1.666 | 1.236 | 0.673 | 2.448 | 25.068 | Visualize Results | |||||||||
DC-RAFT [186] | 3.817 | 2.032 | 18.382 | 3.759 | 1.853 | 1.227 | 0.895 | 2.489 | Visualize Results | ||||||||||
SelFlow [187] | 4.262 | 2.040 | 22.369 | 4.083 | 1.715 | 1.287 | 0.582 | 2.343 | 27.154 | Visualize Results | |||||||||
MaskFlownet [188] | 4.172 | 2.048 | 21.494 | 3.783 | 1.745 | 1.310 | 0.592 | 2.389 | 26.253 | Visualize Results | |||||||||
DPCTF [189] | 4.466 | 2.059 | 24.076 | 3.369 | 1.641 | 1.467 | 0.631 | 1.987 | 29.485 | Visualize Results | |||||||||
AL-OF-r0.2 [190] | 4.616 | 2.070 | 25.382 | 4.256 | 1.741 | 1.154 | 0.823 | 2.955 | 27.453 | Visualize Results | |||||||||
IRR-PWC-OER [191] | 4.361 | 2.076 | 22.988 | 3.869 | 1.790 | 1.304 | 0.723 | 2.487 | 26.933 | Visualize Results | |||||||||
ARFlow-mv-ft [192] | 4.142 | 2.082 | 20.937 | 4.056 | 1.707 | 1.300 | 0.706 | 2.366 | 25.475 | Visualize Results | |||||||||
HD3F+MSDRNet [193] | 4.553 | 2.085 | 24.669 | 3.572 | 1.651 | 1.601 | 0.600 | 2.063 | 30.193 | Visualize Results | |||||||||
DA_opticalflow [194] | 4.234 | 2.088 | 21.746 | 4.055 | 1.941 | 1.366 | 0.852 | 3.056 | 23.865 | Visualize Results | |||||||||
LiteFlowNet3 [195] | 4.448 | 2.089 | 23.681 | 3.873 | 1.755 | 1.344 | 0.754 | 2.503 | 27.471 | Visualize Results | |||||||||
TIMCflow [196] | 5.049 | 2.094 | 29.134 | 4.738 | 1.812 | 1.221 | 0.922 | 3.226 | 29.926 | Visualize Results | |||||||||
CompactFlow [197] | 4.626 | 2.099 | 25.253 | 4.192 | 1.825 | 1.233 | 0.845 | 2.677 | 28.120 | Visualize Results | |||||||||
VCN+LCV [198] | 4.200 | 2.099 | 21.330 | 4.276 | 1.738 | 1.259 | 0.933 | 2.592 | 24.297 | Visualize Results | |||||||||
PPAC-HD3 [199] | 4.599 | 2.116 | 24.852 | 3.521 | 1.702 | 1.637 | 0.617 | 2.083 | 30.457 | Visualize Results | |||||||||
LiteFlowNet3-S [200] | 4.529 | 2.120 | 24.162 | 3.952 | 1.720 | 1.398 | 0.795 | 2.502 | 27.949 | Visualize Results | |||||||||
MaskFlownet-S [201] | 4.384 | 2.120 | 22.840 | 3.905 | 1.821 | 1.359 | 0.645 | 2.526 | 27.429 | Visualize Results | |||||||||
SMURF [202] | 4.183 | 2.138 | 20.861 | 4.198 | 1.744 | 1.296 | 0.740 | 2.302 | 25.819 | Visualize Results | |||||||||
Scale-flow++_GS58 [203] | 4.488 | 2.151 | 23.554 | 4.364 | 1.904 | 1.288 | 1.053 | 3.639 | 23.577 | Visualize Results | |||||||||
RichFlow-ft-fnl [204] | 4.634 | 2.152 | 24.886 | 4.187 | 1.815 | 1.377 | 0.802 | 2.519 | 28.780 | Visualize Results | |||||||||
IRR-PWC [205] | 4.579 | 2.154 | 24.355 | 4.165 | 1.843 | 1.292 | 0.709 | 2.423 | 28.998 | Visualize Results | |||||||||
efficent_OF_test0 [206] | 4.179 | 2.155 | 20.707 | 4.782 | 1.873 | 1.182 | 1.077 | 3.030 | 22.369 | Visualize Results | |||||||||
HD3-Flow-OER [207] | 4.642 | 2.166 | 24.845 | 3.587 | 1.762 | 1.672 | 0.639 | 2.188 | 30.454 | Visualize Results | |||||||||
GCA-Net [208] | 4.494 | 2.168 | 23.464 | 3.926 | 1.702 | 1.545 | 0.800 | 2.593 | 27.422 | Visualize Results | |||||||||
HD3-Flow [209] | 4.666 | 2.174 | 24.994 | 3.786 | 1.719 | 1.647 | 0.657 | 2.182 | 30.579 | Visualize Results | |||||||||
PMC-PWC_without_edge_loss [210] | 4.573 | 2.180 | 24.094 | 4.073 | 1.839 | 1.361 | 0.881 | 2.608 | 27.653 | Visualize Results | |||||||||
DCFlow+KF2 [211] | 5.067 | 2.195 | 28.475 | 4.652 | 1.948 | 1.393 | 1.021 | 3.232 | 29.574 | Visualize Results | |||||||||
ScaleFlow++_SAG [212] | 4.266 | 2.195 | 21.169 | 4.462 | 1.971 | 1.445 | 0.993 | 3.645 | 22.006 | Visualize Results | |||||||||
A-A [213] | 4.766 | 2.205 | 25.671 | 4.781 | 2.039 | 1.093 | 0.958 | 2.919 | 28.154 | Visualize Results | |||||||||
PRichFlow [214] | 4.690 | 2.209 | 24.926 | 4.060 | 1.780 | 1.502 | 0.857 | 2.538 | 28.927 | Visualize Results | |||||||||
VCN-OER [215] | 4.409 | 2.210 | 22.332 | 4.055 | 1.841 | 1.495 | 0.871 | 2.675 | 26.146 | Visualize Results | |||||||||
VCN_RVC [216] | 4.524 | 2.212 | 23.375 | 4.128 | 1.922 | 1.545 | 0.834 | 2.991 | 26.537 | Visualize Results | |||||||||
PMC-PWC_edge_loss [217] | 4.562 | 2.213 | 23.706 | 4.078 | 1.795 | 1.447 | 0.882 | 2.512 | 27.775 | Visualize Results | |||||||||
CompactFlow-woscv [218] | 4.858 | 2.213 | 26.439 | 4.220 | 1.867 | 1.453 | 0.906 | 2.701 | 29.709 | Visualize Results | |||||||||
less_iteration [219] | 4.757 | 2.215 | 25.481 | 3.813 | 1.747 | 1.671 | 0.913 | 2.732 | 28.734 | Visualize Results | |||||||||
MFF [220] | 4.566 | 2.216 | 23.732 | 4.664 | 2.017 | 1.222 | 0.893 | 2.902 | 26.810 | Visualize Results | |||||||||
VCN [221] | 4.404 | 2.216 | 22.238 | 4.381 | 1.782 | 1.423 | 0.955 | 2.725 | 25.570 | Visualize Results | |||||||||
GCA-Net-ft+ [222] | 4.478 | 2.228 | 22.831 | 3.931 | 1.869 | 1.547 | 0.876 | 2.552 | 27.019 | Visualize Results | |||||||||
FlowSAC_dcf [223] | 4.932 | 2.232 | 26.936 | 4.763 | 2.047 | 1.303 | 1.044 | 3.450 | 27.794 | Visualize Results | |||||||||
ADF-Scaleflow [224] | 4.649 | 2.242 | 24.291 | 4.554 | 2.053 | 1.290 | 1.185 | 3.108 | 25.570 | Visualize Results | |||||||||
DCFlow+KF [225] | 5.120 | 2.245 | 28.557 | 4.747 | 1.981 | 1.473 | 1.031 | 3.421 | 29.511 | Visualize Results | |||||||||
LiteFlowNet2 [226] | 4.686 | 2.248 | 24.571 | 4.048 | 1.899 | 1.473 | 0.811 | 2.433 | 29.375 | Visualize Results | |||||||||
MRDFlow [227] | 5.255 | 2.248 | 29.783 | 4.368 | 1.859 | 1.365 | 1.192 | 3.551 | 29.543 | Visualize Results | |||||||||
PWC-Net+ [228] | 4.596 | 2.254 | 23.696 | 4.781 | 2.045 | 1.234 | 0.945 | 2.978 | 26.620 | Visualize Results | |||||||||
EFlow-M [229] | 4.801 | 2.256 | 25.568 | 3.793 | 1.889 | 1.509 | 0.918 | 2.456 | 29.752 | Visualize Results | |||||||||
SAMFL [230] | 4.765 | 2.282 | 25.008 | 4.208 | 1.846 | 1.449 | 0.893 | 2.587 | 29.232 | Visualize Results | |||||||||
DCFlow [231] | 5.119 | 2.283 | 28.228 | 4.665 | 2.108 | 1.440 | 1.052 | 3.434 | 29.351 | Visualize Results | |||||||||
ScaleFlow_GS58 [232] | 4.605 | 2.290 | 23.486 | 4.467 | 2.110 | 1.363 | 0.885 | 3.078 | 26.756 | Visualize Results | |||||||||
RAFT_Chairs_Things [233] | 4.922 | 2.292 | 26.387 | 4.417 | 2.219 | 1.454 | 0.835 | 3.244 | 29.263 | Visualize Results | |||||||||
SENSE [234] | 4.860 | 2.301 | 25.732 | 4.121 | 1.991 | 1.493 | 0.812 | 2.606 | 30.402 | Visualize Results | |||||||||
FlowFieldsCNN [235] | 5.363 | 2.303 | 30.313 | 4.718 | 2.020 | 1.399 | 1.032 | 3.065 | 32.422 | Visualize Results | |||||||||
UlDENet [236] | 4.699 | 2.304 | 24.236 | 4.563 | 1.988 | 1.317 | 0.874 | 3.272 | 27.123 | Visualize Results | |||||||||
NASFlow-PWC [237] | 4.850 | 2.307 | 25.590 | 4.004 | 1.883 | 1.584 | 0.948 | 2.306 | 30.378 | Visualize Results | |||||||||
CARflow-mv [238] | 4.949 | 2.322 | 26.374 | 4.521 | 1.918 | 1.413 | 1.151 | 3.442 | 27.437 | Visualize Results | |||||||||
GPNet [239] | 4.481 | 2.328 | 22.041 | 4.130 | 1.952 | 1.563 | 0.726 | 2.588 | 27.688 | Visualize Results | |||||||||
CARflow [240] | 5.173 | 2.337 | 28.319 | 4.569 | 1.995 | 1.357 | 1.023 | 3.387 | 30.096 | Visualize Results | |||||||||
InterpoNet_ff [241] | 5.535 | 2.372 | 31.296 | 4.720 | 2.018 | 1.532 | 1.064 | 3.496 | 32.633 | Visualize Results | |||||||||
RichFlow-ft [242] | 5.075 | 2.375 | 27.107 | 4.317 | 1.880 | 1.584 | 0.804 | 2.637 | 32.178 | Visualize Results | |||||||||
ISDAFlow [243] | 4.435 | 2.394 | 21.093 | 4.049 | 1.929 | 1.832 | 0.881 | 2.854 | 25.896 | Visualize Results | |||||||||
HMFlow [244] | 5.038 | 2.404 | 26.535 | 4.582 | 2.213 | 1.465 | 0.926 | 3.170 | 29.974 | Visualize Results | |||||||||
CVENG22+RIC [245] | 5.391 | 2.407 | 29.715 | 5.044 | 2.417 | 1.263 | 1.061 | 3.407 | 31.678 | Visualize Results | |||||||||
MDFlow [246] | 5.458 | 2.412 | 30.300 | 4.754 | 2.217 | 1.405 | 1.078 | 3.751 | 31.321 | Visualize Results | |||||||||
LiteFlowNet [247] | 5.381 | 2.419 | 29.535 | 4.090 | 2.097 | 1.729 | 0.754 | 2.747 | 34.722 | Visualize Results | |||||||||
UPFlow [248] | 5.316 | 2.421 | 28.932 | 4.347 | 2.070 | 1.652 | 0.979 | 3.337 | 31.635 | Visualize Results | |||||||||
PWC-Net+KF2 [249] | 4.979 | 2.430 | 25.783 | 4.571 | 2.078 | 1.480 | 0.778 | 3.112 | 30.353 | Visualize Results | |||||||||
PWC-Net-OER [250] | 4.847 | 2.435 | 24.521 | 4.408 | 2.072 | 1.589 | 0.794 | 2.998 | 29.426 | Visualize Results | |||||||||
PWC-Net+KF [251] | 4.964 | 2.438 | 25.561 | 4.603 | 2.066 | 1.500 | 0.739 | 3.087 | 30.465 | Visualize Results | |||||||||
STC-Flow [252] | 4.868 | 2.439 | 24.669 | 4.711 | 2.188 | 1.459 | 0.882 | 3.116 | 28.866 | Visualize Results | |||||||||
PWC-Net [253] | 5.042 | 2.445 | 26.221 | 4.636 | 2.087 | 1.475 | 0.799 | 2.986 | 31.070 | Visualize Results | |||||||||
VCN-WARP [254] | 4.544 | 2.446 | 21.602 | 4.154 | 1.965 | 1.736 | 1.098 | 2.528 | 26.479 | Visualize Results | |||||||||
PWC-Net_RVC [255] | 4.903 | 2.454 | 24.878 | 4.636 | 2.090 | 1.517 | 0.799 | 3.029 | 29.800 | Visualize Results | |||||||||
FPCR-Net [256] | 4.935 | 2.455 | 25.141 | 4.589 | 2.181 | 1.491 | 0.914 | 3.081 | 29.352 | Visualize Results | |||||||||
FPCR-Net2 [257] | 4.935 | 2.455 | 25.144 | 4.589 | 2.181 | 1.491 | 0.913 | 3.081 | 29.355 | Visualize Results | |||||||||
Semantic_Lattice [258] | 4.886 | 2.456 | 24.701 | 4.596 | 2.082 | 1.529 | 0.803 | 3.024 | 29.649 | Visualize Results | |||||||||
OAS-Net [259] | 5.014 | 2.458 | 25.862 | 4.536 | 2.054 | 1.572 | 0.879 | 2.910 | 30.628 | Visualize Results | |||||||||
htjnewfull [260] | 4.673 | 2.460 | 22.701 | 3.875 | 1.911 | 1.880 | 1.089 | 2.344 | 28.090 | Visualize Results | |||||||||
CoT-AMFlow [261] | 5.136 | 2.482 | 26.778 | 4.574 | 2.224 | 1.571 | 0.886 | 2.963 | 31.476 | Visualize Results | |||||||||
htjwarp2 [262] | 4.607 | 2.482 | 21.923 | 3.935 | 1.935 | 1.842 | 1.082 | 2.387 | 27.462 | Visualize Results | |||||||||
FlowSAC_ff [263] | 5.390 | 2.483 | 29.086 | 4.785 | 2.258 | 1.459 | 1.123 | 3.664 | 30.723 | Visualize Results | |||||||||
AL-OF-r0.1 [264] | 5.092 | 2.490 | 26.313 | 4.530 | 2.103 | 1.654 | 0.931 | 3.271 | 30.139 | Visualize Results | |||||||||
SJTU_PAMI418 [265] | 4.910 | 2.496 | 24.600 | 5.075 | 2.268 | 1.394 | 1.037 | 3.219 | 28.217 | Visualize Results | |||||||||
AL-OF-r0.05 [266] | 5.347 | 2.498 | 28.578 | 4.685 | 2.180 | 1.569 | 1.003 | 3.695 | 30.892 | Visualize Results | |||||||||
PWC_acn [267] | 5.058 | 2.509 | 25.830 | 4.335 | 2.127 | 1.773 | 0.833 | 2.757 | 31.574 | Visualize Results | |||||||||
OF-OEF [268] | 5.030 | 2.517 | 25.514 | 4.623 | 2.147 | 1.643 | 0.825 | 2.871 | 31.117 | Visualize Results | |||||||||
FDFlowNet [269] | 5.111 | 2.521 | 26.233 | 4.667 | 2.169 | 1.642 | 1.034 | 3.121 | 30.160 | Visualize Results | |||||||||
M2FLOW [270] | 5.008 | 2.522 | 25.285 | 4.512 | 2.071 | 1.600 | 1.128 | 3.316 | 28.353 | Visualize Results | |||||||||
mask [271] | 4.675 | 2.541 | 22.063 | 4.028 | 1.952 | 1.885 | 1.115 | 2.412 | 27.807 | Visualize Results | |||||||||
ProbFlowFields [272] | 5.696 | 2.545 | 31.371 | 4.696 | 2.150 | 1.686 | 1.146 | 3.658 | 33.188 | Visualize Results | |||||||||
S2F-IF [273] | 5.417 | 2.549 | 28.795 | 4.745 | 2.198 | 1.712 | 1.157 | 3.468 | 31.262 | Visualize Results | |||||||||
UnSAMFlow [274] | 5.200 | 2.558 | 26.747 | 4.699 | 2.260 | 1.644 | 0.912 | 3.390 | 30.842 | Visualize Results | |||||||||
ARFlow+LCT-Flow [275] | 5.675 | 2.565 | 31.028 | 4.620 | 2.369 | 1.510 | 0.861 | 3.246 | 35.438 | Visualize Results | |||||||||
AutoScaler+ [276] | 6.076 | 2.569 | 34.656 | 4.610 | 2.195 | 1.863 | 1.298 | 3.737 | 35.431 | Visualize Results | |||||||||
GANFlow [277] | 5.244 | 2.571 | 27.069 | 5.079 | 2.450 | 1.354 | 0.958 | 3.347 | 31.113 | Visualize Results | |||||||||
PST [278] | 5.416 | 2.572 | 28.592 | 4.695 | 2.088 | 1.761 | 1.172 | 3.546 | 30.987 | Visualize Results | |||||||||
FastFlow [279] | 5.074 | 2.588 | 25.334 | 5.142 | 2.286 | 1.488 | 1.025 | 3.277 | 29.484 | Visualize Results | |||||||||
StruPyNet-ft [280] | 5.511 | 2.593 | 29.316 | 4.598 | 2.284 | 1.675 | 0.945 | 3.059 | 34.112 | Visualize Results | |||||||||
InterpoNet_cpm [281] | 5.627 | 2.594 | 30.344 | 4.975 | 2.213 | 1.640 | 1.042 | 3.575 | 33.321 | Visualize Results | |||||||||
Flownet2-IAER [282] | 5.493 | 2.594 | 29.140 | 4.730 | 2.318 | 1.609 | 0.941 | 3.090 | 33.899 | Visualize Results | |||||||||
ProFlow [283] | 5.017 | 2.596 | 24.736 | 5.016 | 2.146 | 1.601 | 0.910 | 2.809 | 30.715 | Visualize Results | |||||||||
pwc_xx [284] | 5.319 | 2.598 | 27.502 | 4.500 | 2.226 | 1.744 | 0.996 | 2.901 | 32.615 | Visualize Results | |||||||||
Flownet2-IA [285] | 5.512 | 2.608 | 29.196 | 4.801 | 2.320 | 1.609 | 0.959 | 3.107 | 33.923 | Visualize Results | |||||||||
FlowFields++ [286] | 5.486 | 2.614 | 28.900 | 4.927 | 2.273 | 1.706 | 1.156 | 3.326 | 32.200 | Visualize Results | |||||||||
CAR_100 [287] | 5.456 | 2.619 | 28.601 | 4.866 | 2.373 | 1.545 | 1.039 | 3.153 | 32.954 | Visualize Results | |||||||||
FlowFields [288] | 5.810 | 2.621 | 31.799 | 4.851 | 2.232 | 1.682 | 1.157 | 3.739 | 33.890 | Visualize Results | |||||||||
DeepDiscreteFlow [289] | 5.728 | 2.623 | 31.042 | 5.347 | 2.478 | 1.590 | 0.959 | 3.072 | 35.819 | Visualize Results | |||||||||
ADW [290] | 4.477 | 2.625 | 19.584 | 4.562 | 2.294 | 1.941 | 0.664 | 2.408 | 28.393 | Visualize Results | |||||||||
InterpoNet_dm [291] | 5.711 | 2.650 | 30.642 | 5.078 | 2.308 | 1.762 | 0.997 | 3.702 | 33.929 | Visualize Results | |||||||||
ISDAFlowRAFT [292] | 4.818 | 2.658 | 22.452 | 4.614 | 2.394 | 1.783 | 0.853 | 2.943 | 29.029 | Visualize Results | |||||||||
ProFlow_ROB [293] | 5.015 | 2.659 | 24.192 | 4.985 | 2.185 | 1.771 | 0.964 | 2.989 | 29.987 | Visualize Results | |||||||||
MPIF [294] | 5.591 | 2.663 | 29.473 | 5.109 | 2.206 | 1.723 | 1.102 | 3.163 | 33.748 | Visualize Results | |||||||||
PGM-C [295] | 5.591 | 2.672 | 29.389 | 4.975 | 2.340 | 1.791 | 1.057 | 3.421 | 33.339 | Visualize Results | |||||||||
SfM-PM [296] | 5.466 | 2.683 | 28.147 | 4.963 | 2.186 | 1.782 | 1.031 | 3.182 | 32.991 | Visualize Results | |||||||||
FlowFields+ [297] | 5.707 | 2.684 | 30.356 | 4.691 | 2.117 | 1.793 | 1.131 | 3.330 | 34.167 | Visualize Results | |||||||||
Pwc_ps [298] | 5.773 | 2.693 | 30.882 | 4.584 | 2.347 | 1.827 | 1.011 | 2.942 | 36.249 | Visualize Results | |||||||||
SDFlow [299] | 5.856 | 2.703 | 31.585 | 4.856 | 2.384 | 1.852 | 1.202 | 3.768 | 34.017 | Visualize Results | |||||||||
Deep-EIP [300] | 6.123 | 2.704 | 34.004 | 4.887 | 2.417 | 1.976 | 1.236 | 3.155 | 37.558 | Visualize Results | |||||||||
DistillFlow [301] | 5.810 | 2.709 | 31.098 | 4.993 | 2.483 | 1.644 | 1.181 | 3.817 | 33.599 | Visualize Results | |||||||||
CompactFlowNet [302] | 5.548 | 2.716 | 28.664 | 4.817 | 2.444 | 1.965 | 1.132 | 3.099 | 33.392 | Visualize Results | |||||||||
ContinualFlow_ROB [303] | 4.528 | 2.723 | 19.248 | 5.050 | 2.573 | 1.713 | 0.872 | 3.114 | 26.063 | Visualize Results | |||||||||
ARFlow [304] | 5.889 | 2.734 | 31.602 | 5.125 | 2.605 | 1.553 | 1.176 | 3.676 | 34.611 | Visualize Results | |||||||||
RICBCDN [305] | 5.482 | 2.736 | 27.871 | 5.062 | 2.242 | 1.757 | 1.210 | 3.391 | 31.738 | Visualize Results | |||||||||
CPM_AUG [306] | 5.645 | 2.737 | 29.362 | 4.707 | 2.150 | 1.918 | 1.087 | 3.306 | 33.925 | Visualize Results | |||||||||
risc [307] | 5.492 | 2.746 | 27.878 | 4.929 | 2.264 | 1.820 | 1.235 | 3.381 | 31.722 | Visualize Results | |||||||||
FastFlow2 [308] | 5.163 | 2.747 | 24.847 | 4.933 | 2.428 | 1.899 | 1.070 | 3.441 | 29.603 | Visualize Results | |||||||||
FlowNet2-ft-sintel [309] | 5.739 | 2.752 | 30.108 | 4.818 | 2.557 | 1.735 | 0.959 | 3.228 | 35.538 | Visualize Results | |||||||||
SPM-BPv2 [310] | 5.812 | 2.754 | 30.743 | 4.736 | 2.255 | 1.933 | 1.048 | 3.468 | 35.118 | Visualize Results | |||||||||
ricom20201202 [311] | 5.503 | 2.755 | 27.906 | 4.951 | 2.272 | 1.825 | 1.241 | 3.392 | 31.757 | Visualize Results | |||||||||
ARFlow-mv [312] | 5.672 | 2.759 | 29.429 | 5.081 | 2.520 | 1.597 | 1.061 | 3.510 | 33.780 | Visualize Results | |||||||||
FullFlow+KF [313] | 5.802 | 2.761 | 30.582 | 4.866 | 2.438 | 1.795 | 1.037 | 3.287 | 35.517 | Visualize Results | |||||||||
RicFlow [314] | 5.620 | 2.765 | 28.907 | 5.146 | 2.366 | 1.679 | 1.088 | 3.364 | 33.573 | Visualize Results | |||||||||
IRR-PWC_RVC [315] | 4.797 | 2.769 | 21.338 | 5.063 | 2.553 | 1.659 | 0.807 | 3.199 | 28.453 | Visualize Results | |||||||||
MDFlow-Fast [316] | 5.994 | 2.770 | 32.283 | 5.003 | 2.518 | 1.860 | 1.155 | 3.949 | 34.946 | Visualize Results | |||||||||
RAFT-GT [317] | 5.973 | 2.776 | 32.058 | 5.045 | 2.359 | 1.767 | 1.223 | 3.270 | 36.095 | Visualize Results | |||||||||
InterpoNet_df [318] | 6.044 | 2.788 | 32.581 | 5.154 | 2.404 | 1.779 | 0.985 | 3.377 | 37.596 | Visualize Results | |||||||||
DefFlowP [319] | 5.273 | 2.797 | 25.426 | 4.916 | 2.492 | 1.852 | 0.888 | 3.603 | 31.014 | Visualize Results | |||||||||
OIFlow [320] | 5.709 | 2.816 | 29.294 | 5.143 | 2.590 | 1.697 | 0.937 | 3.428 | 34.902 | Visualize Results | |||||||||
MR-Flow [321] | 5.376 | 2.818 | 26.235 | 5.109 | 2.395 | 1.755 | 0.908 | 3.443 | 32.221 | Visualize Results | |||||||||
ARFlow-base [322] | 5.936 | 2.826 | 31.303 | 5.141 | 2.572 | 1.684 | 1.109 | 3.541 | 35.684 | Visualize Results | |||||||||
FullFlow [323] | 5.895 | 2.838 | 30.793 | 4.905 | 2.506 | 1.913 | 1.136 | 3.373 | 35.592 | Visualize Results | |||||||||
FastFlowNet-ft+ [324] | 5.635 | 2.848 | 28.376 | 5.136 | 2.471 | 1.912 | 1.087 | 3.452 | 33.487 | Visualize Results | |||||||||
F2PD_JJN [325] | 5.611 | 2.861 | 28.027 | 4.717 | 2.595 | 2.035 | 0.997 | 3.432 | 33.756 | Visualize Results | |||||||||
DiscreteFlow+OIR [326] | 5.862 | 2.864 | 30.303 | 5.153 | 2.427 | 1.825 | 1.118 | 3.698 | 34.633 | Visualize Results | |||||||||
Lavon [327] | 5.905 | 2.890 | 30.507 | 4.682 | 2.530 | 2.153 | 0.997 | 3.217 | 36.769 | Visualize Results | |||||||||
IHBPFlow [328] | 6.100 | 2.891 | 32.242 | 5.501 | 2.660 | 1.772 | 1.081 | 3.464 | 37.368 | Visualize Results | |||||||||
SegFlow73 [329] | 6.397 | 2.912 | 34.808 | 4.948 | 2.381 | 2.053 | 1.208 | 3.486 | 39.197 | Visualize Results | |||||||||
DIP-Flow [330] | 6.014 | 2.922 | 31.224 | 5.268 | 2.521 | 1.848 | 1.092 | 3.788 | 35.821 | Visualize Results | |||||||||
DiscreteFlow [331] | 6.077 | 2.937 | 31.685 | 5.106 | 2.459 | 1.945 | 1.074 | 3.832 | 36.339 | Visualize Results | |||||||||
GlobalPatchCollider [332] | 6.040 | 2.938 | 31.309 | 5.310 | 2.624 | 1.824 | 1.102 | 3.589 | 36.455 | Visualize Results | |||||||||
SegFlow153 [333] | 6.191 | 2.940 | 32.682 | 4.969 | 2.492 | 2.119 | 1.201 | 3.865 | 36.570 | Visualize Results | |||||||||
FastFlowNet [334] | 6.080 | 2.942 | 31.692 | 5.201 | 2.560 | 2.036 | 1.067 | 3.405 | 37.440 | Visualize Results | |||||||||
HSVFlow [335] | 6.051 | 2.967 | 31.168 | 4.911 | 2.682 | 2.166 | 1.426 | 3.942 | 34.059 | Visualize Results | |||||||||
NNF-Local [336] | 7.249 | 2.973 | 42.088 | 4.896 | 2.817 | 2.218 | 1.159 | 4.183 | 44.866 | Visualize Results | |||||||||
FlowNet2 [337] | 6.016 | 2.977 | 30.807 | 5.139 | 2.786 | 2.102 | 1.243 | 4.027 | 34.505 | Visualize Results | |||||||||
AugFNG_ROB [338] | 5.500 | 2.978 | 26.052 | 5.282 | 2.694 | 1.956 | 1.113 | 4.083 | 30.666 | Visualize Results | |||||||||
FF++_ROB [339] | 6.496 | 2.990 | 35.057 | 5.319 | 2.540 | 2.045 | 1.030 | 4.182 | 39.191 | Visualize Results | |||||||||
CPM-Flow [340] | 5.960 | 2.990 | 30.177 | 5.038 | 2.419 | 2.143 | 1.155 | 3.755 | 35.136 | Visualize Results | |||||||||
SegFlow113 [341] | 6.423 | 2.995 | 34.361 | 5.050 | 2.496 | 2.139 | 1.193 | 3.818 | 38.664 | Visualize Results | |||||||||
Deep+R [342] | 6.769 | 2.996 | 37.494 | 5.182 | 2.770 | 2.064 | 1.157 | 3.837 | 41.687 | Visualize Results | |||||||||
NccFlow [343] | 6.279 | 3.007 | 32.973 | 5.204 | 2.925 | 2.029 | 1.084 | 3.294 | 39.295 | Visualize Results | |||||||||
CPM2 [344] | 6.180 | 3.012 | 32.008 | 5.059 | 2.399 | 2.126 | 1.212 | 3.625 | 37.014 | Visualize Results | |||||||||
UnsupSimFlow [345] | 6.916 | 3.017 | 38.702 | 5.114 | 2.758 | 2.104 | 1.108 | 3.790 | 43.299 | Visualize Results | |||||||||
FlowNetC-MD [346] | 5.444 | 3.060 | 24.860 | 5.039 | 2.752 | 2.023 | 1.319 | 3.537 | 30.481 | Visualize Results | |||||||||
EpicFlow [347] | 6.285 | 3.060 | 32.564 | 5.205 | 2.611 | 2.216 | 1.135 | 3.727 | 38.021 | Visualize Results | |||||||||
ER-FLOW2 [348] | 5.885 | 3.068 | 28.868 | 5.650 | 2.818 | 1.883 | 1.094 | 3.714 | 34.911 | Visualize Results | |||||||||
ERFlow [349] | 5.775 | 3.075 | 27.800 | 5.247 | 2.841 | 2.055 | 1.173 | 3.562 | 33.949 | Visualize Results | |||||||||
UFlow [350] | 6.498 | 3.078 | 34.398 | 4.986 | 2.794 | 2.189 | 0.932 | 3.256 | 41.968 | Visualize Results | |||||||||
tfFlowNet2+GLR [351] | 6.273 | 3.081 | 32.301 | 4.986 | 2.870 | 2.258 | 1.077 | 3.702 | 38.268 | Visualize Results | |||||||||
DeepFlow2 [352] | 6.928 | 3.093 | 38.166 | 5.207 | 2.819 | 2.144 | 1.182 | 3.859 | 42.854 | Visualize Results | |||||||||
F3-MPLF [353] | 6.274 | 3.093 | 32.210 | 5.045 | 2.859 | 2.082 | 1.083 | 3.227 | 39.409 | Visualize Results | |||||||||
FGI [354] | 6.607 | 3.101 | 35.158 | 5.432 | 2.970 | 2.131 | 1.152 | 3.986 | 39.985 | Visualize Results | |||||||||
SelFlow [355] | 6.571 | 3.119 | 34.721 | 5.275 | 2.834 | 2.092 | 1.358 | 3.883 | 38.945 | Visualize Results | |||||||||
EPMNet [356] | 6.134 | 3.141 | 30.540 | 5.431 | 2.987 | 2.152 | 1.306 | 4.188 | 34.780 | Visualize Results | |||||||||
DDCNet_Multires_ft_sintel [357] | 5.856 | 3.153 | 27.878 | 5.388 | 3.142 | 1.927 | 0.912 | 3.769 | 35.383 | Visualize Results | |||||||||
DDCNet_stacked2 [358] | 5.865 | 3.159 | 27.916 | 5.564 | 3.157 | 1.881 | 0.961 | 3.891 | 34.924 | Visualize Results | |||||||||
PatchBatch+Inter [359] | 6.222 | 3.167 | 31.122 | 5.246 | 2.862 | 2.152 | 0.905 | 3.200 | 39.912 | Visualize Results | |||||||||
MirrorFlow [360] | 6.071 | 3.186 | 29.567 | 5.433 | 2.801 | 1.943 | 0.930 | 3.183 | 38.544 | Visualize Results | |||||||||
SegFlow33 [361] | 6.726 | 3.200 | 35.458 | 5.141 | 2.553 | 2.280 | 1.276 | 4.110 | 40.076 | Visualize Results | |||||||||
tfFlowNet2 [362] | 6.485 | 3.222 | 33.100 | 5.454 | 2.987 | 2.305 | 1.299 | 4.037 | 38.138 | Visualize Results | |||||||||
StruPyNet [363] | 6.389 | 3.234 | 32.129 | 5.318 | 3.079 | 2.260 | 1.087 | 3.990 | 38.491 | Visualize Results | |||||||||
Devon [364] | 6.350 | 3.234 | 31.775 | 5.338 | 2.878 | 2.297 | 1.120 | 3.834 | 38.382 | Visualize Results | |||||||||
SparseFlowFused [365] | 7.189 | 3.286 | 38.977 | 5.567 | 3.098 | 2.159 | 1.275 | 3.963 | 44.319 | Visualize Results | |||||||||
DeepFlow [366] | 7.212 | 3.336 | 38.781 | 5.650 | 3.144 | 2.208 | 1.284 | 4.107 | 44.118 | Visualize Results | |||||||||
CVENG22+Epic [367] | 6.917 | 3.337 | 36.099 | 5.620 | 2.943 | 2.253 | 1.144 | 3.684 | 43.380 | Visualize Results | |||||||||
SegFlow193 [368] | 7.071 | 3.380 | 37.136 | 5.206 | 2.781 | 2.494 | 1.236 | 3.613 | 44.373 | Visualize Results | |||||||||
TF+OFM [369] | 6.727 | 3.388 | 33.929 | 5.544 | 3.238 | 2.551 | 1.512 | 3.765 | 39.761 | Visualize Results | |||||||||
PPM [370] | 7.177 | 3.392 | 38.025 | 5.212 | 2.771 | 2.642 | 1.155 | 3.790 | 45.233 | Visualize Results | |||||||||
DDFlow [371] | 7.401 | 3.409 | 39.936 | 5.357 | 3.092 | 2.430 | 1.548 | 4.198 | 44.188 | Visualize Results | |||||||||
SegPM+Interpolation [372] | 6.977 | 3.445 | 35.761 | 5.453 | 2.794 | 2.486 | 1.510 | 4.377 | 40.371 | Visualize Results | |||||||||
TVL1_LD_GF [373] | 7.735 | 3.478 | 42.372 | 6.479 | 3.764 | 1.982 | 0.910 | 3.391 | 52.099 | Visualize Results | |||||||||
SPM-BP [374] | 7.325 | 3.493 | 38.561 | 5.534 | 3.052 | 2.691 | 1.279 | 4.385 | 44.434 | Visualize Results | |||||||||
PatchBatch-CENT+SD [375] | 6.783 | 3.507 | 33.498 | 6.080 | 3.408 | 2.103 | 0.725 | 3.064 | 45.858 | Visualize Results | |||||||||
DMF_ROB [376] | 7.475 | 3.575 | 39.245 | 5.650 | 3.419 | 2.441 | 1.165 | 4.044 | 47.063 | Visualize Results | |||||||||
FALDOI [377] | 7.337 | 3.580 | 37.904 | 5.332 | 3.434 | 2.885 | 1.487 | 4.355 | 43.526 | Visualize Results | |||||||||
FAOP-Flow [378] | 7.923 | 3.589 | 43.239 | 5.794 | 3.373 | 2.861 | 1.777 | 5.228 | 44.927 | Visualize Results | |||||||||
ZZZ [379] | 8.103 | 3.604 | 44.772 | 5.529 | 3.212 | 2.925 | 1.641 | 4.832 | 48.068 | Visualize Results | |||||||||
PMF [380] | 7.630 | 3.607 | 40.435 | 5.584 | 3.171 | 2.770 | 1.266 | 4.414 | 46.985 | Visualize Results | |||||||||
M-1px [381] | 8.229 | 3.680 | 45.306 | 5.654 | 3.267 | 2.997 | 1.718 | 5.023 | 48.284 | Visualize Results | |||||||||
AggregFlow [382] | 7.329 | 3.696 | 36.929 | 5.538 | 3.435 | 2.918 | 1.241 | 4.296 | 44.858 | Visualize Results | |||||||||
DDCNet_Stacked [383] | 6.997 | 3.723 | 33.671 | 6.141 | 3.743 | 2.424 | 1.000 | 4.416 | 42.957 | Visualize Results | |||||||||
BOOM+PF.XY [384] | 7.600 | 3.731 | 39.137 | 5.766 | 3.599 | 2.798 | 1.488 | 4.709 | 44.902 | Visualize Results | |||||||||
S2D-Matching [385] | 6.817 | 3.737 | 31.920 | 5.954 | 3.380 | 2.544 | 1.157 | 3.831 | 42.097 | Visualize Results | |||||||||
FlowNetS+ft+v [386] | 7.218 | 3.752 | 35.445 | 6.439 | 3.635 | 2.292 | 1.358 | 4.609 | 42.571 | Visualize Results | |||||||||
PatchWMF-OF [387] | 7.971 | 3.766 | 42.218 | 5.712 | 3.568 | 2.797 | 1.279 | 4.970 | 48.396 | Visualize Results | |||||||||
ICALD [388] | 7.554 | 3.784 | 38.270 | 6.065 | 3.812 | 2.626 | 1.336 | 4.939 | 44.705 | Visualize Results | |||||||||
PH-Flow [389] | 7.423 | 3.795 | 36.960 | 5.550 | 3.675 | 2.716 | 1.119 | 4.827 | 44.926 | Visualize Results | |||||||||
BOOM+PF.XYT [390] | 7.683 | 3.828 | 39.117 | 5.797 | 3.694 | 2.902 | 1.585 | 4.794 | 44.921 | Visualize Results | |||||||||
WLIF-Flow [391] | 8.049 | 3.837 | 42.348 | 5.851 | 3.657 | 2.811 | 1.290 | 5.033 | 48.843 | Visualize Results | |||||||||
ResPWCR_ROB [392] | 6.530 | 3.849 | 28.371 | 5.565 | 3.396 | 2.876 | 1.306 | 3.848 | 38.892 | Visualize Results | |||||||||
DSPyNet+ft [393] | 7.453 | 3.852 | 36.769 | 6.147 | 3.941 | 2.549 | 1.261 | 4.639 | 44.957 | Visualize Results | |||||||||
SparseFlow [394] | 7.851 | 3.855 | 40.401 | 6.117 | 3.838 | 2.557 | 1.071 | 3.771 | 51.353 | Visualize Results | |||||||||
GeoFlow [395] | 8.459 | 3.908 | 45.553 | 5.805 | 3.550 | 2.899 | 1.398 | 4.667 | 52.653 | Visualize Results | |||||||||
SVFilterOh [396] | 7.737 | 3.920 | 38.851 | 5.954 | 3.499 | 3.160 | 1.403 | 4.731 | 46.420 | Visualize Results | |||||||||
AnyFlow [397] | 7.933 | 3.994 | 40.027 | 6.284 | 3.997 | 2.756 | 2.279 | 5.391 | 42.122 | Visualize Results | |||||||||
RGBFlow [398] | 7.285 | 4.002 | 34.032 | 5.897 | 3.644 | 3.043 | 1.657 | 4.151 | 42.764 | Visualize Results | |||||||||
ContFusion [399] | 7.857 | 4.010 | 39.194 | 6.265 | 4.022 | 2.797 | 1.333 | 4.981 | 47.158 | Visualize Results | |||||||||
LocalLayering [400] | 8.043 | 4.014 | 40.879 | 5.680 | 3.841 | 3.122 | 1.186 | 4.990 | 49.426 | Visualize Results | |||||||||
EPIflow [401] | 8.506 | 4.070 | 44.676 | 6.286 | 3.897 | 2.777 | 1.246 | 3.761 | 56.015 | Visualize Results | |||||||||
H-v3 [402] | 7.042 | 4.075 | 31.249 | 5.167 | 3.860 | 3.989 | 2.909 | 4.392 | 34.005 | Visualize Results | |||||||||
SAnet [403] | 7.304 | 4.087 | 33.493 | 6.289 | 4.151 | 2.779 | 1.287 | 4.285 | 44.408 | Visualize Results | |||||||||
DDCNet_B1_ft-sintel [404] | 6.909 | 4.110 | 29.677 | 6.421 | 4.079 | 2.754 | 1.508 | 4.925 | 38.404 | Visualize Results | |||||||||
FlowNetC+ft+v [405] | 7.883 | 4.132 | 38.426 | 6.466 | 3.952 | 2.860 | 1.369 | 5.049 | 47.005 | Visualize Results | |||||||||
MDP-Flow2 [406] | 8.445 | 4.150 | 43.430 | 5.703 | 3.925 | 3.406 | 1.420 | 5.449 | 50.507 | Visualize Results | |||||||||
MLDP-OF [407] | 8.287 | 4.165 | 41.905 | 6.345 | 4.127 | 2.996 | 1.312 | 5.122 | 50.540 | Visualize Results | |||||||||
DDCNet_B0_tf_sintel [408] | 7.461 | 4.168 | 34.312 | 6.777 | 4.162 | 2.710 | 1.182 | 4.941 | 44.675 | Visualize Results | |||||||||
PCA-Layers [409] | 7.886 | 4.256 | 37.480 | 7.284 | 4.250 | 2.739 | 1.672 | 4.276 | 47.449 | Visualize Results | |||||||||
FC-2Layers-FF [410] | 8.137 | 4.261 | 39.723 | 6.537 | 4.257 | 2.946 | 1.034 | 4.835 | 51.349 | Visualize Results | |||||||||
ComponentFusion [411] | 8.231 | 4.274 | 40.460 | 6.221 | 4.252 | 3.193 | 1.702 | 5.701 | 46.696 | Visualize Results | |||||||||
EPPM [412] | 8.377 | 4.286 | 41.695 | 6.556 | 4.024 | 3.323 | 1.834 | 4.955 | 49.083 | Visualize Results | |||||||||
Classic+NLP [413] | 8.291 | 4.287 | 40.925 | 6.520 | 4.265 | 2.984 | 1.208 | 5.090 | 51.162 | Visualize Results | |||||||||
COF_2019 [414] | 8.065 | 4.327 | 38.535 | 6.483 | 4.171 | 3.217 | 1.499 | 5.498 | 46.827 | Visualize Results | |||||||||
AGIF+OF [415] | 8.514 | 4.355 | 42.390 | 6.873 | 4.284 | 2.869 | 1.190 | 5.010 | 53.305 | Visualize Results | |||||||||
COF [416] | 8.204 | 4.448 | 38.805 | 6.788 | 4.500 | 3.324 | 1.561 | 5.560 | 47.534 | Visualize Results | |||||||||
H-1px [417] | 10.148 | 4.454 | 56.545 | 6.832 | 4.306 | 3.637 | 2.173 | 6.606 | 58.262 | Visualize Results | |||||||||
CNet [418] | 8.331 | 4.455 | 39.943 | 5.690 | 3.877 | 3.916 | 1.589 | 3.779 | 52.823 | Visualize Results | |||||||||
RC-LSTM-4dir [419] | 7.905 | 4.466 | 35.921 | 7.223 | 4.557 | 2.950 | 1.849 | 5.854 | 42.848 | Visualize Results | |||||||||
SFL [420] | 7.870 | 4.476 | 35.499 | 7.289 | 4.547 | 2.890 | 1.505 | 4.818 | 46.753 | Visualize Results | |||||||||
RC-LSTM-1dir [421] | 7.939 | 4.486 | 36.069 | 7.183 | 4.551 | 2.991 | 1.881 | 5.869 | 42.936 | Visualize Results | |||||||||
EgFlow-cl [422] | 8.359 | 4.490 | 39.903 | 5.808 | 4.101 | 4.371 | 1.923 | 4.926 | 48.615 | Visualize Results | |||||||||
AOD [423] | 8.901 | 4.495 | 44.753 | 6.220 | 4.111 | 3.687 | 1.163 | 5.078 | 56.463 | Visualize Results | |||||||||
RLOF_DENSE [424] | 8.286 | 4.499 | 39.169 | 7.137 | 4.496 | 2.952 | 1.097 | 4.125 | 54.018 | Visualize Results | |||||||||
WOLF_ROB [425] | 8.351 | 4.512 | 39.607 | 6.663 | 4.462 | 3.278 | 1.437 | 5.348 | 49.879 | Visualize Results | |||||||||
SPyNet+ft [426] | 8.360 | 4.512 | 39.687 | 6.694 | 4.368 | 3.290 | 1.395 | 5.534 | 49.707 | Visualize Results | |||||||||
flownetnew [427] | 7.860 | 4.539 | 34.909 | 7.550 | 4.772 | 2.921 | 1.970 | 5.872 | 41.820 | Visualize Results | |||||||||
SPyNet [428] | 8.431 | 4.549 | 40.042 | 6.921 | 4.511 | 3.179 | 1.442 | 5.545 | 50.042 | Visualize Results | |||||||||
CPNFlow [429] | 8.589 | 4.575 | 41.327 | 7.234 | 4.542 | 2.986 | 1.856 | 5.484 | 49.511 | Visualize Results | |||||||||
OAR-Flow [430] | 8.179 | 4.578 | 37.525 | 7.146 | 4.611 | 3.131 | 1.316 | 5.593 | 48.445 | Visualize Results | |||||||||
JOF [431] | 8.818 | 4.599 | 43.175 | 7.049 | 4.617 | 3.131 | 1.170 | 4.196 | 57.923 | Visualize Results | |||||||||
Data-Flow [432] | 8.868 | 4.601 | 43.675 | 7.294 | 4.698 | 3.021 | 1.794 | 5.294 | 52.635 | Visualize Results | |||||||||
DSPyNet [433] | 8.328 | 4.608 | 38.675 | 6.959 | 4.675 | 3.221 | 1.703 | 5.643 | 47.680 | Visualize Results | |||||||||
FlowNetProbOut [434] | 8.302 | 4.610 | 38.405 | 7.876 | 4.788 | 2.907 | 1.726 | 6.067 | 46.290 | Visualize Results | |||||||||
NLTGV-SC [435] | 8.746 | 4.635 | 42.242 | 7.084 | 4.749 | 3.391 | 1.587 | 4.780 | 53.860 | Visualize Results | |||||||||
DictFlowS [436] | 8.486 | 4.681 | 39.477 | 6.983 | 4.718 | 3.383 | 1.507 | 4.902 | 51.733 | Visualize Results | |||||||||
IIOF-NLDP [437] | 8.715 | 4.705 | 41.403 | 7.280 | 4.778 | 3.265 | 1.263 | 4.538 | 55.795 | Visualize Results | |||||||||
TV-L1+EM [438] | 8.916 | 4.712 | 43.157 | 7.021 | 4.788 | 3.401 | 1.456 | 5.188 | 54.932 | Visualize Results | |||||||||
Grts-Flow-V2 [439] | 8.764 | 4.718 | 41.737 | 6.748 | 4.276 | 3.902 | 2.105 | 6.536 | 47.153 | Visualize Results | |||||||||
STDC-Flow [440] | 8.686 | 4.718 | 40.994 | 7.325 | 4.853 | 3.276 | 1.228 | 4.323 | 56.215 | Visualize Results | |||||||||
PCA-Flow [441] | 8.652 | 4.725 | 40.671 | 7.602 | 4.818 | 3.196 | 1.961 | 4.524 | 51.844 | Visualize Results | |||||||||
Channel-Flow [442] | 8.835 | 4.754 | 42.064 | 6.757 | 4.566 | 3.657 | 1.292 | 5.349 | 54.648 | Visualize Results | |||||||||
DF [443] | 9.188 | 4.758 | 45.309 | 6.821 | 4.594 | 3.675 | 1.708 | 6.093 | 53.782 | Visualize Results | |||||||||
TVL1_BWMFilter [444] | 9.034 | 4.761 | 43.824 | 7.245 | 4.931 | 3.286 | 1.450 | 4.998 | 56.396 | Visualize Results | |||||||||
DF-Beta [445] | 9.196 | 4.765 | 45.327 | 6.829 | 4.603 | 3.677 | 1.706 | 6.085 | 53.877 | Visualize Results | |||||||||
FlowNetADF [446] | 8.532 | 4.768 | 39.222 | 8.002 | 4.979 | 3.060 | 1.846 | 6.304 | 47.067 | Visualize Results | |||||||||
Classic+NL [447] | 9.153 | 4.814 | 44.509 | 7.215 | 4.822 | 3.427 | 1.113 | 4.496 | 60.291 | Visualize Results | |||||||||
IPOL_Brox [448] | 9.198 | 4.869 | 44.479 | 6.856 | 4.682 | 3.789 | 1.679 | 6.106 | 53.956 | Visualize Results | |||||||||
WRTflow [449] | 9.457 | 4.943 | 46.217 | 7.494 | 5.043 | 3.556 | 1.646 | 4.347 | 60.566 | Visualize Results | |||||||||
HCOF+multi [450] | 8.799 | 4.980 | 39.941 | 7.547 | 4.752 | 3.732 | 1.682 | 5.786 | 51.363 | Visualize Results | |||||||||
testS [451] | 8.503 | 5.009 | 36.975 | 7.907 | 5.151 | 3.401 | 2.105 | 6.379 | 45.311 | Visualize Results | |||||||||
Back2FutureFlow_UFO [452] | 8.814 | 5.031 | 39.647 | 7.153 | 4.880 | 3.904 | 1.752 | 5.961 | 50.725 | Visualize Results | |||||||||
LDOF [453] | 9.116 | 5.037 | 42.344 | 6.849 | 4.928 | 4.003 | 1.485 | 4.839 | 57.296 | Visualize Results | |||||||||
HAST [454] | 9.185 | 5.116 | 42.360 | 6.698 | 4.956 | 4.345 | 1.614 | 5.856 | 54.781 | Visualize Results | |||||||||
ROF-NND [455] | 9.286 | 5.130 | 43.129 | 7.561 | 5.350 | 3.796 | 1.221 | 4.700 | 60.367 | Visualize Results | |||||||||
DF-Auto [456] | 9.723 | 5.200 | 46.594 | 7.483 | 5.027 | 3.988 | 1.705 | 6.311 | 57.743 | Visualize Results | |||||||||
OatNet01 [457] | 8.858 | 5.408 | 36.943 | 7.066 | 5.389 | 4.396 | 2.334 | 5.675 | 48.831 | Visualize Results | |||||||||
Classic++ [458] | 9.959 | 5.410 | 47.000 | 8.072 | 5.554 | 3.750 | 1.403 | 5.098 | 64.135 | Visualize Results | |||||||||
Horn+Schunck [459] | 9.610 | 5.419 | 43.734 | 7.950 | 5.658 | 3.976 | 1.882 | 5.335 | 58.274 | Visualize Results | |||||||||
TVL1_RVC [460] | 9.861 | 5.435 | 45.916 | 7.906 | 5.544 | 4.105 | 1.759 | 6.727 | 57.603 | Visualize Results | |||||||||
TVL1_ROB [461] | 9.861 | 5.435 | 45.916 | 7.906 | 5.545 | 4.105 | 1.759 | 6.727 | 57.603 | Visualize Results | |||||||||
FlowNetC+OFR [462] | 9.206 | 5.584 | 38.724 | 7.957 | 5.906 | 4.014 | 2.124 | 6.233 | 51.465 | Visualize Results | |||||||||
Classic+NL-fast [463] | 10.088 | 5.659 | 46.145 | 8.010 | 5.738 | 4.160 | 1.092 | 4.666 | 67.801 | Visualize Results | |||||||||
2bit-BM-tele [464] | 10.978 | 5.793 | 53.220 | 7.710 | 5.603 | 4.814 | 2.338 | 6.959 | 63.521 | Visualize Results | |||||||||
OF_OCC_LD [465] | 10.024 | 5.815 | 44.272 | 8.370 | 6.009 | 4.170 | 1.064 | 4.017 | 68.986 | Visualize Results | |||||||||
TV-L1 [466] | 10.462 | 5.848 | 48.013 | 8.193 | 5.860 | 4.431 | 1.551 | 6.012 | 65.384 | Visualize Results | |||||||||
DIS-Fast [467] | 10.127 | 5.905 | 44.541 | 8.503 | 6.142 | 4.162 | 2.174 | 5.925 | 59.698 | Visualize Results | |||||||||
UnFlow [468] | 10.219 | 6.061 | 44.110 | 8.407 | 5.828 | 4.665 | 1.742 | 6.689 | 60.765 | Visualize Results | |||||||||
PosetOptimization [469] | 11.961 | 6.281 | 58.181 | 7.275 | 5.620 | 6.151 | 3.271 | 8.917 | 62.365 | Visualize Results | |||||||||
AnisoHuber.L1 [470] | 11.927 | 7.323 | 49.366 | 9.464 | 7.692 | 5.929 | 1.155 | 7.966 | 74.796 | Visualize Results | |||||||||
Steered-L1 [471] | 12.277 | 7.489 | 51.200 | 9.143 | 7.683 | 6.369 | 1.254 | 8.198 | 76.703 | Visualize Results | |||||||||
H+S_RVC [472] | 12.147 | 8.035 | 45.599 | 9.487 | 8.204 | 7.172 | 3.421 | 8.892 | 63.199 | Visualize Results | |||||||||
H+S_ROB [473] | 12.451 | 8.230 | 46.801 | 9.968 | 8.497 | 7.220 | 2.909 | 8.739 | 68.643 | Visualize Results | |||||||||
SimpleFlow [474] | 13.364 | 8.620 | 51.949 | 10.872 | 8.884 | 7.171 | 1.475 | 9.582 | 81.350 | Visualize Results | |||||||||
AtrousFlow [475] | 14.173 | 9.573 | 51.548 | 11.511 | 10.027 | 8.092 | 2.011 | 12.052 | 79.484 | Visualize Results | |||||||||
Model_model [476] | 14.669 | 10.081 | 51.960 | 11.437 | 10.100 | 9.394 | 3.502 | 12.036 | 76.191 | Visualize Results | |||||||||
BASELINE-Mean [477] | 15.422 | 11.488 | 47.336 | 14.676 | 12.649 | 9.350 | 5.310 | 14.717 | 66.922 | Visualize Results | |||||||||
WKSparse [478] | 16.036 | 11.653 | 51.588 | 13.401 | 12.398 | 10.150 | 2.471 | 16.450 | 86.918 | Visualize Results | |||||||||
BASELINE-zero [479] | 18.926 | 14.396 | 55.633 | 17.050 | 15.613 | 12.172 | 4.049 | 20.873 | 87.342 | Visualize Results | |||||||||
AVG_FLOW_ROB [480] | 18.799 | 14.422 | 54.251 | 16.903 | 15.516 | 12.457 | 4.566 | 19.946 | 86.008 | Visualize Results | |||||||||
C-2px [481] | 44.062 | 37.047 | 101.160 | 37.366 | 36.580 | 37.093 | 34.342 | 35.847 | 112.424 | Visualize Results | |||||||||
cascade [482] | 244.308 | 241.872 | 264.095 | 235.130 | 235.952 | 231.744 | 248.193 | 229.933 | 260.281 | Visualize Results |
EPE | Endpoint error over the complete frames |
EPE matched | Endpoint error over regions that remain visible in adjacent frames |
EPE unmatched | Endpoint error over regions that are visible only in one of two adjacent frames |
d0-10 | Endpoint error over regions closer than 10 pixels to the nearest occlusion boundary |
d10-60 | Endpoint error over regions between 10 and 60 pixels apart from the nearest occlusion boundary |
d60-140 | Endpoint error over regions between 60 and 140 pixels apart from the nearest occlusion boundary |
s0-10 | Endpoint error over regions with velocities lower than 10 pixels per frame |
s10-40 | Endpoint error over regions with velocities between 10 and 40 pixels per frame |
s40+ | Endpoint error over regions with velocities larger than 40 pixels per frame |