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+ | ||
---|---|---|---|---|---|---|---|---|---|---|
GroundTruth [1] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | Visualize Results |
PRAFlow_RVC [2] | 2.475 | 1.011 | 14.423 | 1.658 | 0.775 | 0.745 | 0.248 | 0.979 | 17.169 | Visualize Results |
RAFT+AOIR [3] | 1.853 | 0.666 | 11.550 | 1.483 | 0.450 | 0.414 | 0.270 | 0.943 | 11.924 | Visualize Results |
RFPM [4] | 1.411 | 0.494 | 8.884 | 1.335 | 0.400 | 0.221 | 0.273 | 0.879 | 8.345 | Visualize Results |
RAFTwarm+AOIR [5] | 1.544 | 0.551 | 9.656 | 1.515 | 0.412 | 0.280 | 0.279 | 0.941 | 9.290 | Visualize Results |
H-v3 [6] | 2.452 | 0.622 | 17.409 | 1.433 | 0.545 | 0.389 | 0.284 | 1.127 | 16.444 | Visualize Results |
SCV [7] | 1.720 | 0.574 | 11.076 | 1.393 | 0.457 | 0.373 | 0.290 | 0.911 | 10.782 | Visualize Results |
DPCTF [8] | 3.542 | 1.237 | 22.350 | 2.271 | 0.983 | 0.792 | 0.291 | 1.111 | 25.580 | Visualize Results |
HD3F+MSDRNet [9] | 4.595 | 1.458 | 30.167 | 2.835 | 1.254 | 1.024 | 0.310 | 1.188 | 34.124 | Visualize Results |
RAFTv2-OER-2-view [10] | 1.897 | 0.745 | 11.304 | 1.530 | 0.558 | 0.475 | 0.320 | 1.018 | 11.854 | Visualize Results |
RAFTv2-OER-warm-start [11] | 1.594 | 0.625 | 9.487 | 1.567 | 0.512 | 0.339 | 0.328 | 1.014 | 9.271 | Visualize Results |
MFFC [12] | 1.827 | 0.711 | 10.951 | 1.561 | 0.535 | 0.412 | 0.336 | 1.015 | 11.201 | Visualize Results |
Deformable_RAFT [13] | 1.667 | 0.627 | 10.151 | 1.631 | 0.519 | 0.277 | 0.338 | 0.993 | 9.897 | Visualize Results |
RAFT [14] | 1.609 | 0.623 | 9.647 | 1.621 | 0.518 | 0.301 | 0.341 | 1.036 | 9.288 | Visualize Results |
MFR [15] | 1.545 | 0.593 | 9.295 | 1.536 | 0.477 | 0.299 | 0.348 | 1.023 | 8.736 | Visualize Results |
MF2C [16] | 1.664 | 0.689 | 9.612 | 1.663 | 0.596 | 0.372 | 0.348 | 1.060 | 9.651 | Visualize Results |
C-RAFT_RVC [17] | 2.287 | 0.983 | 12.924 | 1.930 | 0.753 | 0.592 | 0.351 | 1.196 | 14.535 | Visualize Results |
RAFT-TF_RVC [18] | 1.837 | 0.776 | 10.499 | 2.125 | 0.652 | 0.321 | 0.352 | 1.193 | 10.767 | Visualize Results |
RAFT-GT-ft [19] | 2.427 | 0.970 | 14.332 | 1.803 | 0.668 | 0.613 | 0.352 | 1.141 | 15.848 | Visualize Results |
PPAC-HD3 [20] | 4.589 | 1.507 | 29.751 | 2.788 | 1.340 | 1.068 | 0.355 | 1.289 | 33.624 | Visualize Results |
HD3-Flow-OER [21] | 4.574 | 1.535 | 29.388 | 2.689 | 1.386 | 1.125 | 0.357 | 1.366 | 33.305 | Visualize Results |
MaskFlownet [22] | 2.521 | 0.989 | 15.032 | 2.742 | 0.908 | 0.291 | 0.361 | 1.285 | 16.261 | Visualize Results |
RAFTv1-OER-2-view [23] | 2.534 | 0.915 | 15.743 | 1.968 | 0.653 | 0.532 | 0.367 | 1.246 | 16.413 | Visualize Results |
DICL_update [24] | 2.121 | 0.764 | 13.200 | 2.220 | 0.581 | 0.315 | 0.369 | 1.169 | 13.131 | Visualize Results |
RAFT+NCUP [25] | 1.661 | 0.678 | 9.666 | 1.872 | 0.541 | 0.302 | 0.371 | 1.102 | 9.402 | Visualize Results |
PCF-F [26] | 3.838 | 1.447 | 23.362 | 2.375 | 1.030 | 1.115 | 0.372 | 1.186 | 27.480 | Visualize Results |
DICL-Flow+ [27] | 1.863 | 0.741 | 11.014 | 2.222 | 0.519 | 0.330 | 0.380 | 1.167 | 10.905 | Visualize Results |
DICL-Flow [28] | 2.634 | 0.967 | 16.237 | 2.494 | 0.621 | 0.492 | 0.388 | 1.349 | 16.895 | Visualize Results |
IOFPL-ft [29] | 4.394 | 1.611 | 27.128 | 3.059 | 1.421 | 0.943 | 0.391 | 1.292 | 31.812 | Visualize Results |
HD3-Flow [30] | 4.788 | 1.622 | 30.633 | 3.225 | 1.379 | 1.117 | 0.395 | 1.410 | 34.802 | Visualize Results |
SelFlow [31] | 3.745 | 1.449 | 22.502 | 3.616 | 1.374 | 0.592 | 0.397 | 1.570 | 25.664 | Visualize Results |
SMURF [32] | 3.152 | 1.550 | 16.233 | 3.141 | 1.310 | 0.858 | 0.398 | 1.371 | 21.152 | Visualize Results |
IOFPL-CVr8-ft [33] | 3.757 | 1.337 | 23.522 | 2.803 | 1.141 | 0.765 | 0.398 | 1.288 | 26.430 | Visualize Results |
ADLAB-PRFlow [34] | 1.885 | 0.633 | 12.104 | 1.599 | 0.472 | 0.307 | 0.406 | 1.009 | 11.350 | Visualize Results |
ADW [35] | 2.504 | 1.158 | 13.487 | 2.822 | 0.987 | 0.549 | 0.412 | 1.457 | 15.425 | Visualize Results |
MaskFlownet-S [36] | 2.771 | 1.077 | 16.608 | 2.901 | 0.996 | 0.342 | 0.419 | 1.404 | 17.777 | Visualize Results |
CVPR-1235 [37] | 1.889 | 0.755 | 11.135 | 1.972 | 0.652 | 0.307 | 0.431 | 1.324 | 10.490 | Visualize Results |
vcn+MSDRNet [38] | 2.595 | 0.889 | 16.528 | 2.632 | 0.694 | 0.350 | 0.435 | 1.279 | 16.526 | Visualize Results |
3Dflow [39] | 3.520 | 1.086 | 23.385 | 3.039 | 0.879 | 0.485 | 0.440 | 1.841 | 22.879 | Visualize Results |
RAFT_Chairs_Things [40] | 3.173 | 0.970 | 21.173 | 2.223 | 0.864 | 0.573 | 0.442 | 1.433 | 20.963 | Visualize Results |
MR-Flow [41] | 2.527 | 0.954 | 15.365 | 2.866 | 0.710 | 0.420 | 0.446 | 1.715 | 14.826 | Visualize Results |
DistillFlow+ft [42] | 3.487 | 1.479 | 19.904 | 3.894 | 1.415 | 0.488 | 0.449 | 1.742 | 22.824 | Visualize Results |
PWC-Net+KF [43] | 3.850 | 1.595 | 22.276 | 3.664 | 1.302 | 0.734 | 0.459 | 1.957 | 25.289 | Visualize Results |
PWC-Net+KF2 [44] | 3.753 | 1.588 | 21.445 | 3.657 | 1.298 | 0.723 | 0.460 | 1.863 | 24.700 | Visualize Results |
ADW-Net [45] | 2.731 | 0.924 | 17.484 | 2.365 | 0.759 | 0.478 | 0.461 | 1.466 | 17.066 | Visualize Results |
metaFlow [46] | 2.710 | 1.089 | 15.931 | 2.738 | 0.706 | 0.602 | 0.465 | 1.456 | 16.890 | Visualize Results |
SegFlow-CNN [47] | 3.463 | 1.130 | 22.521 | 3.084 | 0.936 | 0.523 | 0.467 | 1.892 | 22.160 | Visualize Results |
HMFlow [48] | 3.206 | 1.122 | 20.210 | 2.786 | 0.957 | 0.584 | 0.467 | 1.693 | 20.470 | Visualize Results |
ProFlow [49] | 2.818 | 1.027 | 17.428 | 2.892 | 0.751 | 0.496 | 0.469 | 1.626 | 17.369 | Visualize Results |
SPM-BPv2 [50] | 3.515 | 1.020 | 23.865 | 2.603 | 0.841 | 0.521 | 0.474 | 1.773 | 22.830 | Visualize Results |
ProFlow_ROB [51] | 2.709 | 1.013 | 16.549 | 2.843 | 0.723 | 0.518 | 0.485 | 1.586 | 16.470 | Visualize Results |
SegFlow153 [52] | 4.151 | 1.246 | 27.855 | 3.072 | 1.143 | 0.656 | 0.486 | 2.000 | 27.563 | Visualize Results |
PatchBatch-CENT+SD [53] | 5.789 | 2.743 | 30.599 | 5.232 | 2.756 | 1.492 | 0.492 | 1.801 | 41.746 | Visualize Results |
ARFlow-mv-ft [54] | 3.197 | 1.358 | 18.216 | 3.446 | 1.240 | 0.500 | 0.499 | 1.624 | 20.410 | Visualize Results |
LiteFlowNet [55] | 4.539 | 1.630 | 28.291 | 3.274 | 1.438 | 0.928 | 0.500 | 1.733 | 31.412 | Visualize Results |
LSM_FLOW_RVC [56] | 2.998 | 1.216 | 17.539 | 2.848 | 0.964 | 0.649 | 0.503 | 1.477 | 19.072 | Visualize Results |
VCN_RVC [57] | 2.827 | 1.134 | 16.645 | 2.864 | 0.922 | 0.524 | 0.506 | 1.480 | 17.614 | Visualize Results |
UFlow [58] | 5.205 | 2.036 | 31.058 | 4.000 | 1.921 | 1.199 | 0.507 | 1.969 | 36.382 | Visualize Results |
PRichFlow [59] | 3.967 | 1.545 | 23.751 | 3.865 | 1.518 | 0.558 | 0.512 | 1.758 | 26.496 | Visualize Results |
StarFlow [60] | 2.718 | 1.111 | 15.839 | 2.738 | 0.891 | 0.521 | 0.512 | 1.372 | 16.939 | Visualize Results |
ContinualFlow_ROB [61] | 3.341 | 1.752 | 16.292 | 4.057 | 1.656 | 0.792 | 0.512 | 1.941 | 20.755 | Visualize Results |
RichFlow-ft-fnl [62] | 4.315 | 1.609 | 26.416 | 3.943 | 1.574 | 0.644 | 0.515 | 1.774 | 29.363 | Visualize Results |
IRR-PWC-OER [63] | 3.669 | 1.438 | 21.873 | 3.043 | 1.319 | 0.811 | 0.523 | 1.672 | 24.126 | Visualize Results |
S2F-IF [64] | 3.500 | 0.988 | 23.986 | 2.629 | 0.816 | 0.533 | 0.524 | 1.976 | 21.960 | Visualize Results |
FlowSAC_ff [65] | 3.346 | 0.972 | 22.712 | 2.666 | 0.822 | 0.444 | 0.524 | 1.986 | 20.648 | Visualize Results |
RAFT+LCV [66] | 2.489 | 1.002 | 14.630 | 2.793 | 0.686 | 0.470 | 0.525 | 1.448 | 14.769 | Visualize Results |
SENSE [67] | 3.599 | 1.375 | 21.752 | 3.102 | 1.144 | 0.720 | 0.527 | 1.640 | 23.598 | Visualize Results |
SegFlow193 [68] | 4.893 | 1.570 | 31.973 | 3.375 | 1.450 | 1.157 | 0.533 | 2.064 | 33.382 | Visualize Results |
ScopeFlow [69] | 3.592 | 1.400 | 21.497 | 3.457 | 1.261 | 0.592 | 0.534 | 1.742 | 23.286 | Visualize Results |
IRR-PWC [70] | 3.844 | 1.472 | 23.220 | 3.509 | 1.296 | 0.721 | 0.535 | 1.724 | 25.430 | Visualize Results |
UnDAF-MaskFlownet [71] | 3.590 | 1.410 | 21.403 | 3.485 | 1.272 | 0.588 | 0.543 | 1.772 | 23.151 | Visualize Results |
FlowFields [72] | 3.748 | 1.056 | 25.700 | 2.784 | 0.878 | 0.570 | 0.546 | 2.110 | 23.602 | Visualize Results |
CompactFlow [73] | 3.455 | 1.294 | 21.100 | 3.327 | 1.180 | 0.498 | 0.547 | 1.658 | 22.261 | Visualize Results |
DIP-Flow [74] | 3.103 | 0.881 | 21.227 | 2.574 | 0.681 | 0.419 | 0.548 | 1.801 | 18.979 | Visualize Results |
SegFlow113 [75] | 3.869 | 1.132 | 26.210 | 2.855 | 0.942 | 0.667 | 0.550 | 1.945 | 25.018 | Visualize Results |
CompactFlow-woscv [76] | 3.596 | 1.374 | 21.734 | 3.399 | 1.314 | 0.539 | 0.551 | 1.672 | 23.388 | Visualize Results |
ProbFlowFields [77] | 3.631 | 1.061 | 24.603 | 2.719 | 0.887 | 0.607 | 0.551 | 2.105 | 22.619 | Visualize Results |
Classic+NL-fast [78] | 9.129 | 4.725 | 44.956 | 7.157 | 4.974 | 3.331 | 0.558 | 2.812 | 66.935 | Visualize Results |
SfM-PM [79] | 2.910 | 1.016 | 18.357 | 2.797 | 0.756 | 0.479 | 0.559 | 1.732 | 17.431 | Visualize Results |
LiteFlowNet3 [80] | 2.994 | 1.148 | 18.077 | 3.000 | 0.985 | 0.498 | 0.559 | 1.670 | 18.302 | Visualize Results |
FlowFields++ [81] | 2.943 | 0.850 | 20.027 | 2.550 | 0.603 | 0.403 | 0.560 | 1.859 | 17.401 | Visualize Results |
zjc3 [82] | 7.246 | 3.171 | 40.476 | 4.795 | 3.078 | 2.520 | 0.562 | 2.017 | 53.114 | Visualize Results |
SegFlow73 [83] | 3.463 | 1.008 | 23.497 | 2.682 | 0.781 | 0.522 | 0.563 | 1.977 | 21.466 | Visualize Results |
PWC-Net-OER [84] | 3.731 | 1.659 | 20.639 | 3.573 | 1.506 | 0.805 | 0.565 | 1.953 | 23.758 | Visualize Results |
RichFlow-ft [85] | 3.541 | 1.335 | 21.553 | 3.527 | 1.201 | 0.538 | 0.566 | 1.857 | 22.404 | Visualize Results |
MirrorFlow [86] | 3.316 | 1.338 | 19.470 | 3.684 | 1.165 | 0.487 | 0.566 | 1.853 | 20.523 | Visualize Results |
TIMCflow [87] | 3.979 | 1.249 | 26.243 | 3.775 | 0.904 | 0.540 | 0.567 | 2.079 | 25.518 | Visualize Results |
PGM-C [88] | 3.234 | 0.929 | 22.045 | 2.724 | 0.659 | 0.424 | 0.567 | 1.999 | 19.467 | Visualize Results |
VCN-OER [89] | 2.810 | 1.103 | 16.713 | 2.716 | 0.967 | 0.527 | 0.567 | 1.605 | 16.843 | Visualize Results |
SBFlow [90] | 3.930 | 1.285 | 25.541 | 3.352 | 1.093 | 0.614 | 0.569 | 2.161 | 24.922 | Visualize Results |
InterpoNet_ff [91] | 3.952 | 1.232 | 26.121 | 3.600 | 0.946 | 0.573 | 0.571 | 2.228 | 24.900 | Visualize Results |
Classic+NL [92] | 7.961 | 3.770 | 42.079 | 6.191 | 3.911 | 2.509 | 0.573 | 2.694 | 57.374 | Visualize Results |
LiteFlowNet3-S [93] | 3.028 | 1.173 | 18.182 | 3.079 | 0.996 | 0.527 | 0.574 | 1.646 | 18.566 | Visualize Results |
Flownet2-IAER [94] | 4.061 | 1.483 | 25.115 | 3.324 | 1.377 | 0.808 | 0.575 | 1.814 | 26.829 | Visualize Results |
IHBPFlow [95] | 4.347 | 1.476 | 27.746 | 3.573 | 1.155 | 0.895 | 0.577 | 2.245 | 28.145 | Visualize Results |
lcc2 [96] | 5.326 | 2.298 | 30.064 | 4.152 | 2.045 | 1.510 | 0.577 | 1.879 | 37.288 | Visualize Results |
FC-2Layers-FF [97] | 6.781 | 3.053 | 37.144 | 5.841 | 3.390 | 1.688 | 0.580 | 3.308 | 45.962 | Visualize Results |
LocalLayering [98] | 5.820 | 2.143 | 35.784 | 3.817 | 2.342 | 1.399 | 0.580 | 2.461 | 39.976 | Visualize Results |
GCA-Net-ft+ [99] | 2.695 | 0.980 | 16.699 | 2.671 | 0.837 | 0.392 | 0.581 | 1.423 | 16.283 | Visualize Results |
OF-OEF [100] | 4.159 | 1.716 | 24.119 | 3.813 | 1.541 | 0.771 | 0.581 | 1.948 | 27.304 | Visualize Results |
PatchWMF-OF [101] | 5.550 | 1.781 | 36.257 | 3.339 | 1.843 | 1.277 | 0.581 | 2.612 | 37.319 | Visualize Results |
InterpoNet_df [102] | 3.862 | 1.193 | 25.632 | 3.613 | 0.885 | 0.508 | 0.581 | 2.253 | 24.038 | Visualize Results |
FF++_ROB [103] | 3.953 | 1.148 | 26.836 | 3.255 | 0.910 | 0.519 | 0.582 | 2.351 | 24.562 | Visualize Results |
JOF [104] | 6.920 | 3.080 | 38.195 | 5.983 | 3.416 | 1.678 | 0.583 | 2.474 | 49.143 | Visualize Results |
DiscreteFlow+OIR [105] | 3.331 | 0.942 | 22.817 | 2.794 | 0.712 | 0.442 | 0.583 | 1.948 | 20.318 | Visualize Results |
tfFlowNet2+GLR [106] | 4.594 | 1.736 | 27.918 | 3.728 | 1.566 | 1.082 | 0.584 | 1.963 | 30.888 | Visualize Results |
DCFlow+KF2 [107] | 3.645 | 1.149 | 23.992 | 3.037 | 0.932 | 0.640 | 0.586 | 1.974 | 22.867 | Visualize Results |
zjc-net [108] | 6.833 | 3.024 | 37.929 | 4.857 | 2.944 | 2.150 | 0.587 | 2.004 | 49.577 | Visualize Results |
PatchBatch+Inter [109] | 3.624 | 1.324 | 22.397 | 3.076 | 1.115 | 0.673 | 0.589 | 1.824 | 23.062 | Visualize Results |
A-A [110] | 4.430 | 1.644 | 27.193 | 3.527 | 1.594 | 0.890 | 0.589 | 1.706 | 30.123 | Visualize Results |
PH-Flow [111] | 4.388 | 1.714 | 26.202 | 3.612 | 1.713 | 0.834 | 0.590 | 2.430 | 27.997 | Visualize Results |
CPM-Flow [112] | 3.557 | 1.189 | 22.889 | 3.032 | 0.973 | 0.613 | 0.592 | 2.064 | 21.900 | Visualize Results |
GPNet [113] | 2.766 | 1.148 | 15.994 | 3.003 | 1.035 | 0.396 | 0.592 | 1.656 | 16.269 | Visualize Results |
CoT-AMFlow [114] | 3.956 | 1.523 | 23.818 | 3.585 | 1.375 | 0.760 | 0.592 | 2.002 | 25.391 | Visualize Results |
FlowFields+ [115] | 3.102 | 0.820 | 21.718 | 2.340 | 0.616 | 0.373 | 0.593 | 1.865 | 18.549 | Visualize Results |
LiteFlowNet2 [116] | 3.483 | 1.383 | 20.637 | 3.293 | 1.263 | 0.629 | 0.597 | 1.772 | 21.976 | Visualize Results |
FlowNet2-ft-sintel [117] | 4.157 | 1.557 | 25.403 | 3.272 | 1.461 | 0.856 | 0.597 | 1.890 | 27.347 | Visualize Results |
DCFlow+KF [118] | 3.585 | 1.142 | 23.502 | 3.036 | 0.921 | 0.630 | 0.597 | 2.017 | 22.208 | Visualize Results |
WLIF-Flow [119] | 5.734 | 1.759 | 38.125 | 3.242 | 1.818 | 1.296 | 0.597 | 2.512 | 39.036 | Visualize Results |
WRTflow [120] | 8.236 | 4.048 | 42.320 | 6.413 | 4.250 | 2.774 | 0.598 | 3.106 | 58.550 | Visualize Results |
Semantic_Lattice [121] | 3.838 | 1.700 | 21.304 | 3.855 | 1.434 | 0.795 | 0.599 | 1.995 | 24.396 | Visualize Results |
MLDP-OF [122] | 7.297 | 3.260 | 40.183 | 5.581 | 3.304 | 2.007 | 0.600 | 2.916 | 51.146 | Visualize Results |
RicFlow [123] | 3.550 | 1.264 | 22.220 | 3.248 | 1.023 | 0.576 | 0.601 | 2.203 | 21.465 | Visualize Results |
GCA-Net [124] | 2.947 | 1.032 | 18.585 | 2.900 | 0.830 | 0.456 | 0.602 | 1.645 | 17.753 | Visualize Results |
OF_OCC_LD [125] | 9.675 | 5.296 | 45.288 | 7.996 | 5.632 | 3.694 | 0.605 | 3.025 | 70.740 | Visualize Results |
PWC-Net [126] | 4.386 | 1.719 | 26.166 | 4.282 | 1.657 | 0.674 | 0.606 | 2.070 | 28.793 | Visualize Results |
Flownet2-IA [127] | 4.114 | 1.520 | 25.304 | 3.530 | 1.377 | 0.809 | 0.606 | 1.877 | 26.968 | Visualize Results |
VCN+LCV [128] | 2.833 | 1.093 | 17.039 | 3.210 | 0.875 | 0.400 | 0.607 | 1.607 | 16.860 | Visualize Results |
AGIF+OF [129] | 5.766 | 1.695 | 38.936 | 3.034 | 1.709 | 1.329 | 0.613 | 2.554 | 39.121 | Visualize Results |
GlobalPatchCollider [130] | 4.134 | 1.432 | 26.179 | 3.914 | 1.268 | 0.554 | 0.613 | 2.232 | 26.222 | Visualize Results |
lccnet [131] | 7.180 | 3.269 | 39.086 | 5.204 | 3.283 | 2.320 | 0.614 | 2.214 | 51.831 | Visualize Results |
CPM_AUG [132] | 3.609 | 1.135 | 23.804 | 2.945 | 0.935 | 0.516 | 0.615 | 2.099 | 22.137 | Visualize Results |
CPM2 [133] | 3.253 | 0.980 | 21.812 | 2.663 | 0.751 | 0.416 | 0.615 | 1.954 | 19.503 | Visualize Results |
MPIF [134] | 3.111 | 1.134 | 19.218 | 3.070 | 0.939 | 0.523 | 0.616 | 1.980 | 18.220 | Visualize Results |
PWC-Net_RVC [135] | 3.897 | 1.726 | 21.637 | 3.950 | 1.425 | 0.812 | 0.618 | 2.033 | 24.705 | Visualize Results |
Channel-Flow [136] | 7.023 | 3.086 | 39.084 | 5.411 | 3.236 | 1.918 | 0.624 | 2.791 | 49.021 | Visualize Results |
PMF [137] | 5.378 | 1.858 | 34.102 | 3.877 | 1.835 | 1.235 | 0.628 | 2.428 | 36.128 | Visualize Results |
StruPyNet-ft [138] | 4.401 | 1.573 | 27.503 | 3.613 | 1.449 | 0.747 | 0.630 | 2.021 | 28.915 | Visualize Results |
UnsupSimFlow [139] | 5.926 | 2.159 | 36.655 | 4.302 | 1.977 | 1.217 | 0.631 | 2.508 | 40.503 | Visualize Results |
PST [140] | 3.110 | 0.942 | 20.809 | 2.759 | 0.664 | 0.378 | 0.635 | 2.069 | 17.919 | Visualize Results |
FSU-Net [141] | 4.781 | 1.855 | 28.673 | 3.385 | 1.651 | 1.188 | 0.637 | 1.949 | 32.230 | Visualize Results |
InterpoNet_cpm [142] | 4.086 | 1.371 | 26.222 | 3.992 | 1.064 | 0.569 | 0.637 | 2.325 | 25.466 | Visualize Results |
Classic+NLP [143] | 6.731 | 2.949 | 37.545 | 5.573 | 3.291 | 1.648 | 0.638 | 3.296 | 45.290 | Visualize Results |
MDP-Flow2 [144] | 5.837 | 1.869 | 38.158 | 3.210 | 1.913 | 1.441 | 0.640 | 2.603 | 39.459 | Visualize Results |
SPM-BP [145] | 5.202 | 1.815 | 32.839 | 4.008 | 1.704 | 1.179 | 0.643 | 2.576 | 34.214 | Visualize Results |
F2PD_JJN [146] | 4.604 | 1.925 | 26.456 | 3.764 | 1.633 | 1.232 | 0.643 | 2.074 | 30.396 | Visualize Results |
FlowNet2 [147] | 3.959 | 1.468 | 24.294 | 3.089 | 1.319 | 0.920 | 0.643 | 1.898 | 25.422 | Visualize Results |
VCN [148] | 2.808 | 1.108 | 16.682 | 3.267 | 0.867 | 0.418 | 0.646 | 1.669 | 16.302 | Visualize Results |
OAR-Flow [149] | 6.227 | 2.760 | 34.455 | 5.639 | 3.096 | 1.375 | 0.648 | 3.132 | 41.378 | Visualize Results |
FlowFieldsCNN [150] | 3.778 | 0.996 | 26.469 | 2.604 | 0.796 | 0.631 | 0.648 | 2.017 | 23.582 | Visualize Results |
AggregFlow [151] | 4.754 | 1.694 | 29.685 | 3.705 | 1.603 | 0.981 | 0.650 | 2.251 | 31.184 | Visualize Results |
DDC-Net [152] | 5.342 | 2.666 | 27.171 | 4.643 | 2.761 | 1.588 | 0.656 | 2.750 | 34.864 | Visualize Results |
StruPyNet [153] | 4.517 | 1.728 | 27.290 | 3.786 | 1.755 | 0.850 | 0.659 | 2.227 | 29.238 | Visualize Results |
L0-normFlow [154] | 3.327 | 1.015 | 22.217 | 2.405 | 0.781 | 0.554 | 0.665 | 1.879 | 20.071 | Visualize Results |
AugFNG_ROB [155] | 3.606 | 1.603 | 19.939 | 3.637 | 1.376 | 0.868 | 0.666 | 2.142 | 21.736 | Visualize Results |
FrequencyFlow [156] | 3.359 | 1.046 | 22.262 | 2.529 | 0.812 | 0.547 | 0.667 | 1.966 | 20.118 | Visualize Results |
FGI [157] | 4.664 | 1.540 | 30.110 | 3.771 | 1.336 | 0.850 | 0.669 | 2.310 | 30.185 | Visualize Results |
EgFlow-cl [158] | 6.580 | 2.706 | 38.163 | 4.563 | 2.463 | 2.015 | 0.671 | 2.449 | 45.930 | Visualize Results |
Reflownet [159] | 7.611 | 3.556 | 40.690 | 5.187 | 3.414 | 2.844 | 0.672 | 2.158 | 55.301 | Visualize Results |
STDC-Flow [160] | 6.989 | 3.235 | 37.557 | 6.225 | 3.619 | 1.738 | 0.674 | 2.873 | 48.289 | Visualize Results |
STC-Flow [161] | 3.515 | 1.443 | 20.438 | 3.750 | 1.340 | 0.539 | 0.674 | 2.257 | 20.680 | Visualize Results |
F3-MPLF [162] | 4.771 | 2.063 | 26.863 | 3.458 | 1.809 | 1.244 | 0.678 | 1.884 | 32.091 | Visualize Results |
tfFlowNet2 [163] | 4.486 | 1.684 | 27.364 | 3.694 | 1.477 | 1.064 | 0.681 | 2.078 | 29.232 | Visualize Results |
SparseFlow [164] | 6.197 | 2.357 | 37.460 | 4.642 | 2.273 | 1.392 | 0.681 | 2.533 | 42.422 | Visualize Results |
TV-Wavelet-Flow [165] | 3.355 | 1.104 | 21.744 | 2.684 | 0.861 | 0.570 | 0.682 | 2.061 | 19.777 | Visualize Results |
HAST [166] | 6.802 | 3.081 | 37.112 | 4.641 | 3.111 | 2.245 | 0.683 | 3.022 | 46.330 | Visualize Results |
NNF-Local [167] | 5.386 | 1.397 | 37.896 | 2.722 | 1.341 | 1.004 | 0.683 | 2.245 | 36.342 | Visualize Results |
IRR-PWC_RVC [168] | 3.785 | 2.039 | 18.039 | 4.046 | 1.703 | 1.039 | 0.684 | 2.114 | 23.234 | Visualize Results |
zjc2 [169] | 6.470 | 2.861 | 35.909 | 4.316 | 2.597 | 2.203 | 0.685 | 1.895 | 46.305 | Visualize Results |
SegFlow33 [170] | 3.356 | 1.033 | 22.322 | 2.592 | 0.769 | 0.524 | 0.686 | 1.937 | 20.062 | Visualize Results |
DDC_Net_stacked2 [171] | 5.342 | 2.677 | 27.075 | 4.770 | 2.763 | 1.562 | 0.688 | 2.837 | 34.486 | Visualize Results |
ContFusion [172] | 6.263 | 2.518 | 36.767 | 5.092 | 2.801 | 1.302 | 0.694 | 3.115 | 41.506 | Visualize Results |
EPMNet [173] | 3.986 | 1.502 | 24.251 | 3.230 | 1.349 | 0.908 | 0.695 | 1.981 | 25.181 | Visualize Results |
MFF [174] | 3.423 | 1.381 | 20.099 | 3.783 | 1.233 | 0.486 | 0.698 | 2.144 | 20.062 | Visualize Results |
FPCR-Net2 [175] | 4.074 | 1.692 | 23.519 | 3.761 | 1.550 | 0.798 | 0.699 | 2.157 | 25.483 | Visualize Results |
FPCR-Net [176] | 4.074 | 1.692 | 23.516 | 3.760 | 1.550 | 0.798 | 0.700 | 2.157 | 25.479 | Visualize Results |
ARFlow-mv [177] | 4.494 | 1.887 | 25.801 | 4.415 | 1.853 | 0.794 | 0.700 | 2.299 | 28.676 | Visualize Results |
DCFlow [178] | 3.537 | 1.103 | 23.394 | 2.897 | 0.868 | 0.632 | 0.703 | 2.015 | 21.296 | Visualize Results |
DiscreteFlow [179] | 3.567 | 1.108 | 23.626 | 3.398 | 0.799 | 0.446 | 0.703 | 2.277 | 20.906 | Visualize Results |
InterpoNet_dm [180] | 3.973 | 1.412 | 24.852 | 4.015 | 1.032 | 0.636 | 0.706 | 2.142 | 24.619 | Visualize Results |
DefFlowP [181] | 4.334 | 2.131 | 22.272 | 4.271 | 1.910 | 1.206 | 0.710 | 2.679 | 26.284 | Visualize Results |
L0-norm-Flow2 [182] | 3.298 | 1.069 | 21.502 | 2.512 | 0.826 | 0.600 | 0.711 | 1.940 | 19.449 | Visualize Results |
SimpleFlow [183] | 12.617 | 7.848 | 51.435 | 10.693 | 8.422 | 6.170 | 0.711 | 8.411 | 81.786 | Visualize Results |
EpicFlow [184] | 4.115 | 1.360 | 26.595 | 3.660 | 1.079 | 0.599 | 0.712 | 2.117 | 25.859 | Visualize Results |
FlowSAC_dcf [185] | 3.600 | 1.161 | 23.506 | 2.972 | 0.930 | 0.712 | 0.716 | 2.121 | 21.502 | Visualize Results |
ROF-NND [186] | 8.061 | 3.944 | 41.603 | 6.365 | 4.145 | 2.756 | 0.717 | 3.301 | 56.051 | Visualize Results |
DistillFlow [187] | 4.230 | 1.548 | 26.131 | 3.965 | 1.541 | 0.491 | 0.720 | 2.502 | 25.865 | Visualize Results |
risc [188] | 3.005 | 1.150 | 18.147 | 2.930 | 0.908 | 0.607 | 0.721 | 1.957 | 16.885 | Visualize Results |
GeoFlow [189] | 6.527 | 2.420 | 40.043 | 3.945 | 2.193 | 1.857 | 0.723 | 2.620 | 44.833 | Visualize Results |
ricom20201202 [190] | 3.002 | 1.150 | 18.125 | 2.915 | 0.911 | 0.609 | 0.723 | 1.949 | 16.869 | Visualize Results |
RICBCDN [191] | 3.080 | 1.212 | 18.319 | 3.241 | 0.945 | 0.577 | 0.724 | 2.077 | 17.197 | Visualize Results |
COF_2019 [192] | 6.171 | 2.596 | 35.298 | 5.385 | 2.883 | 1.263 | 0.725 | 3.298 | 40.142 | Visualize Results |
IIOF-NLDP [193] | 7.796 | 3.806 | 40.287 | 6.651 | 4.175 | 2.300 | 0.731 | 3.328 | 53.670 | Visualize Results |
Lavon [194] | 4.120 | 1.603 | 24.631 | 3.162 | 1.359 | 1.038 | 0.736 | 2.029 | 25.968 | Visualize Results |
RLOF_DENSE [195] | 7.977 | 3.887 | 41.315 | 6.689 | 4.005 | 2.415 | 0.739 | 3.080 | 55.766 | Visualize Results |
CNet [196] | 6.866 | 3.122 | 37.403 | 4.890 | 3.002 | 2.283 | 0.743 | 2.405 | 48.087 | Visualize Results |
OAS-Net [197] | 3.653 | 1.490 | 21.322 | 3.809 | 1.393 | 0.587 | 0.749 | 2.129 | 21.783 | Visualize Results |
PWC-Net+ [198] | 3.454 | 1.413 | 20.116 | 3.917 | 1.247 | 0.490 | 0.751 | 2.230 | 19.846 | Visualize Results |
pwc_xx [199] | 5.767 | 2.495 | 32.479 | 4.493 | 2.229 | 1.628 | 0.752 | 2.121 | 39.523 | Visualize Results |
DMF_ROB [200] | 5.368 | 1.742 | 34.899 | 4.271 | 1.613 | 0.831 | 0.753 | 2.511 | 35.180 | Visualize Results |
AnisoHuber.L1 [201] | 12.642 | 7.983 | 50.472 | 10.457 | 8.675 | 6.320 | 0.753 | 9.976 | 77.835 | Visualize Results |
ICALD [202] | 6.002 | 2.376 | 35.550 | 4.835 | 2.636 | 1.213 | 0.758 | 3.459 | 38.169 | Visualize Results |
Devon [203] | 4.343 | 1.742 | 25.577 | 4.115 | 1.531 | 0.816 | 0.763 | 2.449 | 26.716 | Visualize Results |
FlowNetC+ft+v [204] | 6.081 | 2.576 | 34.620 | 5.079 | 2.371 | 1.480 | 0.764 | 2.686 | 40.676 | Visualize Results |
SelFlow [205] | 6.555 | 2.665 | 38.298 | 4.816 | 2.532 | 1.661 | 0.766 | 2.277 | 45.691 | Visualize Results |
FlowNetS+ft+v [206] | 6.158 | 2.800 | 33.491 | 5.535 | 2.687 | 1.563 | 0.766 | 2.938 | 40.686 | Visualize Results |
SVFilterOh [207] | 5.540 | 2.043 | 34.067 | 3.875 | 1.865 | 1.625 | 0.778 | 2.713 | 36.033 | Visualize Results |
FastFlow [208] | 3.997 | 1.832 | 21.653 | 4.469 | 1.719 | 0.833 | 0.779 | 2.538 | 23.496 | Visualize Results |
RAFT-GT [209] | 4.061 | 1.590 | 24.259 | 3.289 | 1.377 | 0.974 | 0.780 | 1.828 | 25.771 | Visualize Results |
DeepDiscreteFlow [210] | 3.863 | 1.296 | 24.820 | 3.077 | 0.975 | 0.803 | 0.794 | 2.024 | 23.575 | Visualize Results |
PPM [211] | 4.026 | 1.167 | 27.353 | 2.783 | 0.847 | 0.690 | 0.797 | 2.093 | 24.748 | Visualize Results |
FastFlowNet-ft+ [212] | 4.193 | 1.648 | 24.992 | 4.196 | 1.483 | 0.696 | 0.798 | 2.368 | 25.490 | Visualize Results |
DeepFlow2 [213] | 4.891 | 1.403 | 33.317 | 3.714 | 1.119 | 0.626 | 0.800 | 2.210 | 31.690 | Visualize Results |
ARFlow [214] | 4.782 | 1.908 | 28.261 | 4.413 | 1.865 | 0.768 | 0.807 | 2.576 | 29.893 | Visualize Results |
Pwc_ps [215] | 6.199 | 2.631 | 35.330 | 4.653 | 2.370 | 1.718 | 0.808 | 2.241 | 42.582 | Visualize Results |
Steered-L1 [216] | 10.864 | 6.018 | 50.244 | 7.976 | 6.187 | 4.832 | 0.811 | 6.049 | 72.292 | Visualize Results |
FastFlowNet [217] | 4.886 | 1.789 | 30.182 | 4.252 | 1.638 | 0.912 | 0.814 | 2.363 | 31.242 | Visualize Results |
OIFlow [218] | 4.259 | 1.731 | 24.918 | 4.197 | 1.609 | 0.658 | 0.819 | 2.563 | 25.473 | Visualize Results |
SPyNet+ft [219] | 6.640 | 3.013 | 36.190 | 5.501 | 3.122 | 1.719 | 0.832 | 3.343 | 43.442 | Visualize Results |
FDFlowNet [220] | 3.707 | 1.543 | 21.376 | 3.814 | 1.421 | 0.690 | 0.837 | 2.198 | 21.630 | Visualize Results |
TF+OFM [221] | 4.917 | 1.874 | 29.735 | 3.676 | 1.689 | 1.309 | 0.839 | 2.349 | 31.391 | Visualize Results |
FullFlow+KF [222] | 3.598 | 1.247 | 22.779 | 2.957 | 0.977 | 0.677 | 0.844 | 1.974 | 21.212 | Visualize Results |
SJTU_PAMI418 [223] | 3.576 | 1.542 | 20.193 | 4.123 | 1.409 | 0.555 | 0.851 | 2.328 | 20.156 | Visualize Results |
COF [224] | 6.496 | 2.849 | 36.216 | 5.679 | 3.176 | 1.450 | 0.859 | 3.656 | 41.334 | Visualize Results |
VCN-WARP [225] | 3.177 | 1.421 | 17.485 | 3.227 | 1.226 | 0.827 | 0.859 | 1.845 | 17.892 | Visualize Results |
DDFlow [226] | 6.176 | 2.269 | 38.053 | 4.208 | 2.084 | 1.416 | 0.860 | 2.562 | 41.337 | Visualize Results |
htjwarptiddu [227] | 3.066 | 1.322 | 17.260 | 3.076 | 1.115 | 0.785 | 0.862 | 1.760 | 17.141 | Visualize Results |
ResPWCR_ROB [228] | 5.674 | 3.138 | 26.380 | 4.941 | 2.769 | 2.127 | 0.879 | 2.506 | 37.143 | Visualize Results |
SparseFlowFused [229] | 5.257 | 1.627 | 34.834 | 4.211 | 1.397 | 0.729 | 0.880 | 2.567 | 33.489 | Visualize Results |
DSPyNet+ft [230] | 6.224 | 2.743 | 34.602 | 5.102 | 2.937 | 1.562 | 0.881 | 2.842 | 40.954 | Visualize Results |
htjwarp2 [231] | 3.341 | 1.449 | 18.757 | 3.093 | 1.286 | 0.876 | 0.881 | 1.793 | 19.283 | Visualize Results |
EPIflow [232] | 7.003 | 2.907 | 40.443 | 5.098 | 2.712 | 1.809 | 0.882 | 2.789 | 47.616 | Visualize Results |
FastFlow2 [233] | 4.128 | 1.887 | 22.415 | 4.323 | 1.765 | 0.919 | 0.894 | 2.609 | 23.855 | Visualize Results |
Classic++ [234] | 8.721 | 4.259 | 45.047 | 6.983 | 4.494 | 2.753 | 0.902 | 3.295 | 60.645 | Visualize Results |
ER-FLOW2 [235] | 4.986 | 2.181 | 27.878 | 4.968 | 2.217 | 1.010 | 0.909 | 2.848 | 30.416 | Visualize Results |
SegPM+Interpolation [236] | 3.513 | 1.269 | 21.839 | 2.894 | 1.012 | 0.727 | 0.910 | 2.164 | 19.723 | Visualize Results |
ComponentFusion [237] | 6.065 | 2.033 | 38.912 | 4.114 | 2.063 | 1.213 | 0.910 | 2.996 | 39.074 | Visualize Results |
SPyNet [238] | 6.689 | 3.020 | 36.596 | 5.770 | 3.289 | 1.562 | 0.911 | 3.455 | 43.207 | Visualize Results |
TV-L1+EM [239] | 7.675 | 3.340 | 42.946 | 6.277 | 3.576 | 1.962 | 0.914 | 3.549 | 51.185 | Visualize Results |
BOOM+PF.XY [240] | 5.204 | 1.696 | 33.826 | 3.512 | 1.540 | 1.021 | 0.927 | 2.921 | 31.976 | Visualize Results |
Deep+R [241] | 5.041 | 1.481 | 34.047 | 3.710 | 1.102 | 0.722 | 0.929 | 2.333 | 31.999 | Visualize Results |
FullFlow [242] | 3.601 | 1.296 | 22.424 | 2.944 | 1.023 | 0.732 | 0.933 | 2.055 | 20.612 | Visualize Results |
LDOF [243] | 7.563 | 3.432 | 41.170 | 5.353 | 3.284 | 2.454 | 0.936 | 2.908 | 51.696 | Visualize Results |
ERFlow [244] | 4.393 | 2.002 | 23.912 | 4.481 | 2.041 | 0.875 | 0.937 | 2.423 | 26.331 | Visualize Results |
Deep-EIP [245] | 5.434 | 2.023 | 33.258 | 3.793 | 1.837 | 1.614 | 0.952 | 2.147 | 35.657 | Visualize Results |
DeepFlow [246] | 5.377 | 1.771 | 34.751 | 4.519 | 1.534 | 0.837 | 0.960 | 2.730 | 33.701 | Visualize Results |
TVL1_BWMFilter [247] | 8.361 | 3.421 | 48.551 | 6.524 | 3.687 | 2.095 | 0.968 | 3.867 | 55.892 | Visualize Results |
TV-L1 [248] | 9.471 | 4.875 | 46.845 | 7.630 | 5.151 | 3.337 | 0.976 | 3.856 | 65.165 | Visualize Results |
WOLF_ROB [249] | 6.947 | 3.238 | 37.153 | 5.828 | 3.405 | 1.835 | 0.976 | 3.454 | 45.036 | Visualize Results |
UPFlow [250] | 4.680 | 1.709 | 28.948 | 3.696 | 1.547 | 0.856 | 0.980 | 2.553 | 28.223 | Visualize Results |
ZZZ [251] | 6.027 | 1.681 | 41.429 | 3.637 | 1.547 | 1.038 | 0.994 | 2.809 | 38.798 | Visualize Results |
NLTGV-SC [252] | 7.680 | 3.565 | 41.168 | 6.132 | 3.801 | 2.170 | 0.996 | 3.557 | 50.808 | Visualize Results |
SAnet [253] | 6.953 | 3.682 | 33.584 | 5.694 | 3.714 | 2.432 | 1.018 | 3.487 | 44.750 | Visualize Results |
FAOP-Flow [254] | 5.065 | 1.349 | 35.368 | 3.548 | 1.044 | 0.694 | 1.028 | 2.726 | 30.774 | Visualize Results |
FALDOI [255] | 4.927 | 1.542 | 32.535 | 3.307 | 1.318 | 0.885 | 1.047 | 2.647 | 29.719 | Visualize Results |
BOOM+PF.XYT [256] | 5.311 | 1.820 | 33.809 | 3.552 | 1.661 | 1.180 | 1.049 | 3.031 | 32.008 | Visualize Results |
DF-Auto [257] | 8.480 | 3.945 | 45.399 | 6.445 | 4.149 | 2.537 | 1.057 | 3.732 | 56.780 | Visualize Results |
FlowNetC-MD [258] | 4.411 | 2.196 | 22.472 | 4.188 | 2.040 | 1.173 | 1.057 | 2.475 | 25.727 | Visualize Results |
M-1px [259] | 6.209 | 1.783 | 42.262 | 3.807 | 1.625 | 1.093 | 1.078 | 3.081 | 39.236 | Visualize Results |
DF-Beta [260] | 7.391 | 3.153 | 41.890 | 5.492 | 3.337 | 1.895 | 1.087 | 3.597 | 47.836 | Visualize Results |
IPOL_Brox [261] | 7.283 | 3.150 | 40.931 | 5.705 | 3.347 | 1.831 | 1.090 | 3.647 | 46.796 | Visualize Results |
DF [262] | 7.406 | 3.164 | 41.936 | 5.504 | 3.345 | 1.908 | 1.091 | 3.594 | 47.949 | Visualize Results |
HSVFlow [263] | 4.778 | 1.962 | 27.739 | 3.470 | 1.617 | 1.423 | 1.120 | 2.462 | 28.554 | Visualize Results |
PCA-Layers [264] | 5.730 | 2.455 | 32.468 | 5.447 | 2.337 | 1.415 | 1.129 | 3.051 | 35.079 | Visualize Results |
Horn+Schunck [265] | 8.739 | 4.525 | 43.032 | 7.542 | 5.045 | 2.891 | 1.141 | 3.860 | 58.243 | Visualize Results |
FlowNetADF [266] | 7.464 | 3.915 | 36.404 | 6.853 | 4.094 | 2.377 | 1.171 | 4.412 | 46.057 | Visualize Results |
TVL1_RVC [267] | 8.233 | 4.012 | 42.600 | 7.010 | 4.432 | 2.381 | 1.172 | 4.480 | 52.331 | Visualize Results |
TVL1_ROB [268] | 8.233 | 4.012 | 42.600 | 7.010 | 4.432 | 2.381 | 1.172 | 4.480 | 52.331 | Visualize Results |
FlowNetProbOut [269] | 7.472 | 3.888 | 36.700 | 6.833 | 4.056 | 2.424 | 1.196 | 4.422 | 45.962 | Visualize Results |
DictFlowS [270] | 8.139 | 4.297 | 39.446 | 6.630 | 4.470 | 2.977 | 1.222 | 4.096 | 52.219 | Visualize Results |
HCOF+multi [271] | 6.717 | 3.244 | 35.046 | 5.724 | 3.175 | 2.290 | 1.223 | 4.158 | 40.158 | Visualize Results |
Back2FutureFlow_UFO [272] | 7.227 | 3.603 | 36.779 | 6.100 | 3.497 | 2.458 | 1.224 | 4.003 | 44.836 | Visualize Results |
DSPyNet [273] | 6.552 | 3.105 | 34.690 | 5.497 | 3.351 | 1.857 | 1.225 | 3.365 | 40.738 | Visualize Results |
RGBFlow [274] | 6.133 | 3.060 | 31.156 | 4.835 | 2.727 | 2.125 | 1.257 | 2.888 | 38.165 | Visualize Results |
Data-Flow [275] | 7.972 | 3.494 | 44.527 | 6.341 | 3.665 | 1.921 | 1.258 | 3.970 | 51.049 | Visualize Results |
AutoScaler+ [276] | 6.076 | 2.569 | 34.656 | 4.610 | 2.195 | 1.863 | 1.298 | 3.737 | 35.431 | Visualize Results |
Grts-Flow-V2 [277] | 6.415 | 2.664 | 36.995 | 5.177 | 2.482 | 1.773 | 1.310 | 3.983 | 37.635 | Visualize Results |
UnFlow [278] | 9.379 | 5.365 | 42.105 | 7.853 | 5.151 | 3.886 | 1.312 | 5.116 | 59.713 | Visualize Results |
CPNFlow [279] | 7.660 | 3.853 | 38.695 | 6.804 | 4.130 | 2.223 | 1.347 | 3.952 | 47.942 | Visualize Results |
PCA-Flow [280] | 6.828 | 3.014 | 37.939 | 6.444 | 3.038 | 1.655 | 1.363 | 3.484 | 42.048 | Visualize Results |
RC-LSTM-4dir [281] | 6.694 | 3.419 | 33.345 | 5.930 | 3.513 | 2.162 | 1.375 | 3.826 | 39.961 | Visualize Results |
2bit-BM-tele [282] | 9.274 | 4.219 | 50.491 | 6.233 | 4.119 | 3.323 | 1.390 | 4.564 | 59.833 | Visualize Results |
EPPM [283] | 6.494 | 2.675 | 37.632 | 4.997 | 2.422 | 1.948 | 1.402 | 3.446 | 39.152 | Visualize Results |
RC-LSTM-1dir [284] | 6.717 | 3.445 | 33.352 | 5.916 | 3.527 | 2.209 | 1.410 | 3.820 | 40.001 | Visualize Results |
AnyFlow [285] | 6.066 | 2.412 | 35.852 | 5.211 | 2.432 | 1.215 | 1.429 | 3.665 | 34.900 | Visualize Results |
TVL1_LD_GF [286] | 8.791 | 4.648 | 42.525 | 7.118 | 4.795 | 3.193 | 1.429 | 4.979 | 54.510 | Visualize Results |
SFL [287] | 7.455 | 4.129 | 34.548 | 7.148 | 4.322 | 2.448 | 1.437 | 4.756 | 43.773 | Visualize Results |
flownetnew [288] | 7.195 | 3.848 | 34.482 | 6.707 | 4.054 | 2.310 | 1.475 | 4.267 | 42.637 | Visualize Results |
H+S_ROB [289] | 13.278 | 8.654 | 50.879 | 11.490 | 9.560 | 6.700 | 1.552 | 10.011 | 79.168 | Visualize Results |
testS [290] | 7.332 | 3.986 | 34.592 | 6.988 | 4.220 | 2.379 | 1.619 | 4.518 | 42.429 | Visualize Results |
FlowNetC+OFR [291] | 8.525 | 4.864 | 38.360 | 6.873 | 5.189 | 3.675 | 1.665 | 4.551 | 52.146 | Visualize Results |
AtrousFlow [292] | 14.200 | 9.584 | 51.758 | 11.964 | 10.338 | 7.926 | 1.702 | 12.440 | 80.185 | Visualize Results |
DIS-Fast [293] | 9.353 | 5.165 | 43.503 | 8.317 | 5.677 | 3.212 | 1.906 | 4.899 | 57.071 | Visualize Results |
OatNet01 [294] | 8.533 | 5.090 | 36.559 | 7.084 | 5.251 | 3.809 | 1.932 | 5.233 | 49.168 | Visualize Results |
PosetOptimization [295] | 9.874 | 3.639 | 60.633 | 5.005 | 3.366 | 3.207 | 1.981 | 6.486 | 57.189 | Visualize Results |
H-1px [296] | 10.148 | 4.454 | 56.545 | 6.832 | 4.306 | 3.637 | 2.173 | 6.606 | 58.262 | Visualize Results |
H+S_RVC [297] | 10.495 | 6.400 | 43.824 | 8.992 | 7.084 | 4.920 | 2.504 | 7.319 | 57.754 | Visualize Results |
WKSparse [298] | 15.765 | 11.414 | 51.045 | 13.469 | 11.864 | 10.609 | 2.756 | 15.781 | 81.907 | Visualize Results |
Model_model [299] | 14.669 | 10.081 | 51.960 | 11.437 | 10.100 | 9.394 | 3.502 | 12.036 | 76.191 | Visualize Results |
BASELINE-zero [300] | 18.926 | 14.396 | 55.633 | 17.050 | 15.613 | 12.172 | 4.049 | 20.873 | 87.342 | Visualize Results |
AVG_FLOW_ROB [301] | 18.799 | 14.422 | 54.251 | 16.903 | 15.516 | 12.457 | 4.566 | 19.946 | 86.008 | Visualize Results |
BASELINE-Mean [302] | 15.422 | 11.488 | 47.336 | 14.676 | 12.649 | 9.350 | 5.310 | 14.717 | 66.922 | Visualize Results |
S2D-Matching [303] | 18.485 | 13.372 | 59.935 | 13.676 | 12.747 | 12.149 | 9.472 | 15.466 | 70.185 | Visualize Results |
C-2px [304] | 44.062 | 37.047 | 101.160 | 37.366 | 36.580 | 37.093 | 34.342 | 35.847 | 112.424 | 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 |