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 |
CCMR+ [2] | 1.067 | 0.311 | 7.235 | 0.832 | 0.262 | 0.143 | 0.148 | 0.560 | 6.864 | Visualize Results |
MS_RAFT+_RVC [3] | 1.232 | 0.400 | 8.021 | 1.101 | 0.353 | 0.142 | 0.159 | 0.631 | 8.020 | Visualize Results |
EMD-OER [4] | 1.143 | 0.289 | 8.113 | 0.785 | 0.218 | 0.156 | 0.180 | 0.649 | 7.119 | Visualize Results |
CCAFlow [5] | 1.057 | 0.340 | 6.908 | 0.904 | 0.248 | 0.194 | 0.186 | 0.623 | 6.432 | Visualize Results |
DDVM [6] | 1.754 | 0.834 | 9.257 | 1.363 | 0.712 | 0.557 | 0.195 | 0.631 | 12.221 | Visualize Results |
AnyFlow+GMA [7] | 1.209 | 0.416 | 7.681 | 1.200 | 0.330 | 0.164 | 0.208 | 0.739 | 7.315 | Visualize Results |
OM_GMFlow [8] | 1.148 | 0.398 | 7.258 | 0.974 | 0.318 | 0.239 | 0.211 | 0.664 | 6.969 | Visualize Results |
StreamFlow [9] | 1.041 | 0.381 | 6.416 | 1.011 | 0.319 | 0.176 | 0.212 | 0.690 | 5.999 | Visualize Results |
CroCo-Flow [10] | 1.092 | 0.386 | 6.851 | 1.226 | 0.261 | 0.147 | 0.219 | 0.732 | 6.301 | Visualize Results |
MS_RAFT [11] | 1.374 | 0.479 | 8.678 | 1.340 | 0.379 | 0.224 | 0.221 | 0.767 | 8.572 | Visualize Results |
LSHRAFT [12] | 1.256 | 0.461 | 7.736 | 1.276 | 0.387 | 0.183 | 0.226 | 0.745 | 7.607 | Visualize Results |
OPPFlow [13] | 1.042 | 0.336 | 6.796 | 0.879 | 0.261 | 0.184 | 0.227 | 0.691 | 5.934 | Visualize Results |
GMFlow+ [14] | 1.028 | 0.335 | 6.680 | 0.868 | 0.264 | 0.183 | 0.227 | 0.689 | 5.826 | Visualize Results |
RAFT2-L [15] | 1.309 | 0.440 | 8.396 | 1.171 | 0.401 | 0.157 | 0.227 | 0.801 | 7.907 | Visualize Results |
CasFlow [16] | 1.760 | 0.629 | 10.994 | 1.392 | 0.474 | 0.342 | 0.228 | 0.810 | 11.669 | Visualize Results |
VideoFlow-BOF [17] | 1.005 | 0.389 | 6.023 | 1.029 | 0.310 | 0.189 | 0.229 | 0.695 | 5.605 | Visualize Results |
VideoFlow-MOF [18] | 0.991 | 0.397 | 5.832 | 1.028 | 0.317 | 0.218 | 0.229 | 0.694 | 5.484 | Visualize Results |
MotionFlow+ [19] | 1.128 | 0.431 | 6.814 | 1.189 | 0.356 | 0.182 | 0.230 | 0.766 | 6.459 | Visualize Results |
ProtoFormer [20] | 1.056 | 0.355 | 6.779 | 0.901 | 0.288 | 0.193 | 0.232 | 0.719 | 5.965 | Visualize Results |
FlowDiffuser [21] | 1.016 | 0.376 | 6.231 | 1.078 | 0.281 | 0.174 | 0.233 | 0.739 | 5.573 | Visualize Results |
MemoFlow [22] | 1.000 | 0.399 | 5.889 | 1.035 | 0.320 | 0.218 | 0.233 | 0.708 | 5.503 | Visualize Results |
ViCo_VideoFlow_MOF [23] | 0.957 | 0.381 | 5.642 | 1.065 | 0.297 | 0.171 | 0.238 | 0.705 | 5.126 | Visualize Results |
ProMotion [24] | 1.040 | 0.389 | 6.350 | 1.057 | 0.304 | 0.184 | 0.241 | 0.752 | 5.704 | Visualize Results |
MotionFlow [25] | 1.158 | 0.465 | 6.806 | 1.312 | 0.374 | 0.189 | 0.242 | 0.813 | 6.534 | Visualize Results |
RAFT-it+_RVC [26] | 1.187 | 0.441 | 7.260 | 1.301 | 0.338 | 0.181 | 0.242 | 0.834 | 6.723 | Visualize Results |
EMD-M [27] | 1.337 | 0.418 | 8.838 | 1.123 | 0.320 | 0.222 | 0.244 | 0.825 | 8.003 | Visualize Results |
MemFlow-T [28] | 1.081 | 0.430 | 6.384 | 1.171 | 0.351 | 0.184 | 0.246 | 0.750 | 6.024 | Visualize Results |
TransFlow [29] | 1.058 | 0.357 | 6.770 | 0.876 | 0.285 | 0.194 | 0.246 | 0.706 | 5.943 | Visualize Results |
PRAFlow_RVC [30] | 2.475 | 1.011 | 14.423 | 1.658 | 0.775 | 0.745 | 0.248 | 0.979 | 17.169 | Visualize Results |
HMAFlow [31] | 1.389 | 0.459 | 8.976 | 1.310 | 0.363 | 0.198 | 0.248 | 0.837 | 8.393 | Visualize Results |
APCAFlow [32] | 1.155 | 0.401 | 7.307 | 1.122 | 0.297 | 0.185 | 0.251 | 0.785 | 6.537 | Visualize Results |
SAMFlow [33] | 0.995 | 0.384 | 5.966 | 1.012 | 0.293 | 0.191 | 0.252 | 0.760 | 5.245 | Visualize Results |
FlowFormer++ [34] | 1.073 | 0.390 | 6.635 | 1.099 | 0.296 | 0.179 | 0.252 | 0.796 | 5.810 | Visualize Results |
MatchFlow_GMA_2-view [35] | 1.153 | 0.420 | 7.124 | 1.235 | 0.307 | 0.186 | 0.253 | 0.852 | 6.342 | Visualize Results |
MemFlow [36] | 1.046 | 0.426 | 6.091 | 1.169 | 0.308 | 0.206 | 0.253 | 0.778 | 5.623 | Visualize Results |
MMAFlow [37] | 1.167 | 0.416 | 7.289 | 1.188 | 0.316 | 0.185 | 0.253 | 0.818 | 6.545 | Visualize Results |
MMAFlow [38] | 1.179 | 0.427 | 7.305 | 1.228 | 0.324 | 0.186 | 0.254 | 0.839 | 6.590 | Visualize Results |
PVTFlow [39] | 1.225 | 0.452 | 7.534 | 1.228 | 0.370 | 0.190 | 0.255 | 0.782 | 7.112 | Visualize Results |
StreamFlow-Baseline [40] | 1.234 | 0.453 | 7.604 | 1.199 | 0.378 | 0.200 | 0.257 | 0.782 | 7.179 | Visualize Results |
FlowFormer [41] | 1.159 | 0.422 | 7.164 | 1.183 | 0.326 | 0.192 | 0.259 | 0.822 | 6.435 | Visualize Results |
flowformer_val [42] | 1.157 | 0.421 | 7.153 | 1.182 | 0.324 | 0.192 | 0.259 | 0.822 | 6.417 | Visualize Results |
GAFlow-FF [43] | 1.145 | 0.415 | 7.090 | 1.176 | 0.315 | 0.189 | 0.261 | 0.824 | 6.304 | Visualize Results |
RAFT-CF [44] | 1.519 | 0.501 | 9.821 | 1.309 | 0.424 | 0.228 | 0.261 | 0.827 | 9.441 | Visualize Results |
MCPFlow_RVC [45] | 1.346 | 0.480 | 8.405 | 1.268 | 0.401 | 0.218 | 0.263 | 0.816 | 8.004 | Visualize Results |
MatchFlow_GMA [46] | 1.164 | 0.431 | 7.130 | 1.259 | 0.311 | 0.197 | 0.265 | 0.845 | 6.387 | Visualize Results |
ScaleFLow++ [47] | 1.332 | 0.470 | 8.360 | 1.253 | 0.387 | 0.208 | 0.265 | 0.853 | 7.782 | Visualize Results |
GAFlow [48] | 1.211 | 0.467 | 7.272 | 1.303 | 0.349 | 0.225 | 0.267 | 0.876 | 6.703 | Visualize Results |
TSA [49] | 0.987 | 0.368 | 6.036 | 0.912 | 0.286 | 0.222 | 0.267 | 0.632 | 5.422 | Visualize Results |
MatchFlow_RAFT [50] | 1.329 | 0.477 | 8.267 | 1.295 | 0.391 | 0.209 | 0.267 | 0.877 | 7.686 | Visualize Results |
RAFT+AOIR [51] | 1.853 | 0.666 | 11.550 | 1.483 | 0.450 | 0.414 | 0.270 | 0.943 | 11.924 | Visualize Results |
AGM-FlowNet [52] | 1.147 | 0.423 | 7.047 | 1.155 | 0.331 | 0.200 | 0.270 | 0.827 | 6.269 | Visualize Results |
SplatFlow [53] | 1.119 | 0.511 | 6.061 | 1.410 | 0.394 | 0.247 | 0.272 | 0.868 | 5.915 | Visualize Results |
RFPM [54] | 1.411 | 0.494 | 8.884 | 1.335 | 0.400 | 0.221 | 0.273 | 0.879 | 8.345 | Visualize Results |
ce_v214 [55] | 1.248 | 0.501 | 7.329 | 1.399 | 0.402 | 0.214 | 0.273 | 0.896 | 6.928 | Visualize Results |
OM_CRAFT [56] | 1.367 | 0.509 | 8.357 | 1.355 | 0.427 | 0.220 | 0.277 | 0.874 | 7.966 | Visualize Results |
TSGFlow [57] | 1.283 | 0.526 | 7.448 | 1.305 | 0.417 | 0.288 | 0.278 | 0.870 | 7.264 | Visualize Results |
AGF-Flow3 [58] | 1.409 | 0.525 | 8.618 | 1.433 | 0.403 | 0.250 | 0.278 | 0.878 | 8.303 | Visualize Results |
SKII [59] | 1.302 | 0.532 | 7.571 | 1.494 | 0.422 | 0.225 | 0.278 | 0.931 | 7.269 | Visualize Results |
GMA+LCT-Flow [60] | 1.408 | 0.525 | 8.611 | 1.428 | 0.404 | 0.251 | 0.279 | 0.876 | 8.299 | Visualize Results |
RAFTwarm+AOIR [61] | 1.544 | 0.551 | 9.656 | 1.515 | 0.412 | 0.280 | 0.279 | 0.941 | 9.290 | Visualize Results |
CrossFlow [62] | 1.264 | 0.516 | 7.358 | 1.315 | 0.440 | 0.252 | 0.282 | 0.855 | 7.122 | Visualize Results |
SKFlow [63] | 1.298 | 0.567 | 7.251 | 1.555 | 0.443 | 0.271 | 0.282 | 0.950 | 7.173 | Visualize Results |
CGCV-GMA [64] | 1.373 | 0.534 | 8.215 | 1.439 | 0.438 | 0.240 | 0.283 | 0.935 | 7.841 | Visualize Results |
ACAFlow [65] | 1.597 | 0.663 | 9.220 | 1.576 | 0.649 | 0.273 | 0.284 | 0.885 | 9.838 | Visualize Results |
H-v3 [66] | 2.452 | 0.622 | 17.409 | 1.433 | 0.545 | 0.389 | 0.284 | 1.127 | 16.444 | Visualize Results |
ce_skii_skii [67] | 1.272 | 0.522 | 7.390 | 1.451 | 0.415 | 0.227 | 0.284 | 0.925 | 7.011 | Visualize Results |
RAFT-it [68] | 1.554 | 0.612 | 9.242 | 1.664 | 0.514 | 0.273 | 0.287 | 0.971 | 9.261 | Visualize Results |
CE_SKII [69] | 1.310 | 0.548 | 7.530 | 1.481 | 0.447 | 0.245 | 0.287 | 0.926 | 7.314 | Visualize Results |
KPA-Flow [70] | 1.348 | 0.504 | 8.232 | 1.387 | 0.395 | 0.229 | 0.288 | 0.917 | 7.652 | Visualize Results |
EMD-L [71] | 1.321 | 0.504 | 7.983 | 1.378 | 0.398 | 0.230 | 0.288 | 0.904 | 7.452 | Visualize Results |
LLA-FLOW+GMA [72] | 1.373 | 0.567 | 7.949 | 1.479 | 0.488 | 0.249 | 0.289 | 0.900 | 7.894 | Visualize Results |
SCFlow [73] | 1.258 | 0.451 | 7.833 | 1.051 | 0.349 | 0.206 | 0.290 | 0.782 | 7.215 | Visualize Results |
SCV [74] | 1.720 | 0.574 | 11.076 | 1.393 | 0.457 | 0.373 | 0.290 | 0.911 | 10.782 | Visualize Results |
SSTM++3kt [75] | 1.570 | 0.532 | 10.029 | 1.434 | 0.438 | 0.231 | 0.291 | 0.903 | 9.532 | Visualize Results |
DPCTF [76] | 3.542 | 1.237 | 22.350 | 2.271 | 0.983 | 0.792 | 0.291 | 1.111 | 25.580 | Visualize Results |
ACAFlow [77] | 1.581 | 0.668 | 9.035 | 1.572 | 0.624 | 0.313 | 0.292 | 0.880 | 9.680 | Visualize Results |
AGF-Flow2 [78] | 2.030 | 0.791 | 12.139 | 1.479 | 0.508 | 0.534 | 0.293 | 0.955 | 13.259 | Visualize Results |
RAFT+LCT-Flow [79] | 2.029 | 0.791 | 12.131 | 1.474 | 0.509 | 0.535 | 0.293 | 0.952 | 13.255 | Visualize Results |
CVEFlow [80] | 1.351 | 0.556 | 7.829 | 1.477 | 0.459 | 0.254 | 0.295 | 0.920 | 7.626 | Visualize Results |
BD-Flow_finetune [81] | 1.312 | 0.493 | 7.979 | 1.324 | 0.381 | 0.241 | 0.295 | 0.928 | 7.279 | Visualize Results |
DEQ-Flow-H [82] | 1.498 | 0.548 | 9.239 | 1.427 | 0.477 | 0.232 | 0.296 | 0.976 | 8.720 | Visualize Results |
SSTM++nws-main [83] | 1.628 | 0.602 | 9.998 | 1.654 | 0.491 | 0.262 | 0.298 | 0.974 | 9.811 | Visualize Results |
NASFlow-RAFT [84] | 1.613 | 0.503 | 10.664 | 1.339 | 0.405 | 0.238 | 0.298 | 0.892 | 9.883 | Visualize Results |
SSTM++_ttt_nws [85] | 1.603 | 0.590 | 9.863 | 1.645 | 0.485 | 0.238 | 0.299 | 0.982 | 9.580 | Visualize Results |
RAFTwarm+OBS [86] | 1.593 | 0.600 | 9.692 | 1.532 | 0.507 | 0.309 | 0.300 | 0.989 | 9.470 | Visualize Results |
RAFT-OCTC [87] | 1.419 | 0.541 | 8.574 | 1.455 | 0.442 | 0.242 | 0.301 | 0.940 | 8.118 | Visualize Results |
GMA+TCU-aug [88] | 1.440 | 0.613 | 8.173 | 1.510 | 0.542 | 0.282 | 0.301 | 0.916 | 8.348 | Visualize Results |
GMFlow_RVC [89] | 1.055 | 0.420 | 6.227 | 1.084 | 0.326 | 0.227 | 0.302 | 0.754 | 5.513 | Visualize Results |
Win-Win [90] | 1.151 | 0.531 | 6.195 | 1.510 | 0.399 | 0.240 | 0.303 | 0.975 | 5.771 | Visualize Results |
ACAFlow [91] | 1.576 | 0.686 | 8.839 | 1.590 | 0.622 | 0.350 | 0.303 | 0.912 | 9.501 | Visualize Results |
SSTM++_ttt_ws [92] | 1.585 | 0.599 | 9.634 | 1.665 | 0.486 | 0.251 | 0.304 | 0.996 | 9.372 | Visualize Results |
OM_GMA [93] | 1.198 | 0.472 | 7.115 | 1.194 | 0.375 | 0.222 | 0.305 | 0.826 | 6.530 | Visualize Results |
MFCFlow [94] | 1.493 | 0.653 | 8.335 | 1.582 | 0.569 | 0.350 | 0.305 | 0.964 | 8.657 | Visualize Results |
SSTM++warm-main [95] | 1.571 | 0.581 | 9.648 | 1.661 | 0.449 | 0.241 | 0.305 | 0.985 | 9.271 | Visualize Results |
NASFlow [96] | 1.629 | 0.639 | 9.708 | 1.616 | 0.540 | 0.334 | 0.306 | 1.001 | 9.718 | Visualize Results |
SeparableFlow-2views [97] | 1.496 | 0.567 | 9.075 | 1.474 | 0.481 | 0.257 | 0.309 | 0.958 | 8.691 | Visualize Results |
RAFT+OBS [98] | 1.809 | 0.655 | 11.226 | 1.499 | 0.532 | 0.357 | 0.309 | 1.001 | 11.216 | Visualize Results |
GMA+TCU+aug [99] | 1.452 | 0.606 | 8.351 | 1.501 | 0.509 | 0.305 | 0.309 | 0.923 | 8.402 | Visualize Results |
RPKNet [100] | 1.315 | 0.536 | 7.659 | 1.387 | 0.413 | 0.284 | 0.310 | 0.911 | 7.277 | Visualize Results |
GMA-two_img [101] | 1.391 | 0.562 | 8.137 | 1.512 | 0.450 | 0.254 | 0.310 | 0.953 | 7.805 | Visualize Results |
HD3F+MSDRNet [102] | 4.595 | 1.458 | 30.167 | 2.835 | 1.254 | 1.024 | 0.310 | 1.188 | 34.124 | Visualize Results |
CRAFT [103] | 1.441 | 0.611 | 8.204 | 1.574 | 0.552 | 0.249 | 0.311 | 0.991 | 8.131 | Visualize Results |
ErrorMatch-GMA [104] | 1.446 | 0.584 | 8.472 | 1.503 | 0.483 | 0.280 | 0.311 | 0.935 | 8.314 | Visualize Results |
FTGAN [105] | 1.579 | 0.594 | 9.609 | 1.498 | 0.524 | 0.264 | 0.311 | 0.939 | 9.416 | Visualize Results |
COMBO [106] | 1.466 | 0.516 | 9.206 | 1.283 | 0.388 | 0.276 | 0.312 | 0.886 | 8.595 | Visualize Results |
SSTM++_reconst [107] | 1.612 | 0.604 | 9.832 | 1.654 | 0.472 | 0.286 | 0.312 | 0.977 | 9.601 | Visualize Results |
RAFT-A [108] | 2.007 | 0.868 | 11.299 | 1.996 | 0.684 | 0.469 | 0.313 | 1.076 | 12.672 | Visualize Results |
GMFlowNet [109] | 1.390 | 0.520 | 8.486 | 1.275 | 0.395 | 0.293 | 0.314 | 0.991 | 7.698 | Visualize Results |
MVFlow [110] | 1.526 | 0.556 | 9.433 | 1.487 | 0.463 | 0.246 | 0.314 | 0.980 | 8.862 | Visualize Results |
SCAR [111] | 1.579 | 0.608 | 9.498 | 1.613 | 0.499 | 0.285 | 0.314 | 1.018 | 9.210 | Visualize Results |
ErrorMatch-RAFT [112] | 1.597 | 0.645 | 9.366 | 1.555 | 0.546 | 0.364 | 0.315 | 0.981 | 9.451 | Visualize Results |
sdex00 [113] | 1.753 | 0.741 | 10.009 | 1.639 | 0.513 | 0.444 | 0.316 | 1.045 | 10.594 | Visualize Results |
BD-Flow [114] | 1.461 | 0.527 | 9.063 | 1.401 | 0.407 | 0.273 | 0.317 | 0.969 | 8.315 | Visualize Results |
AGFlow [115] | 1.431 | 0.559 | 8.541 | 1.501 | 0.452 | 0.261 | 0.319 | 0.963 | 8.075 | Visualize Results |
CGCV-RAFT [116] | 1.533 | 0.575 | 9.350 | 1.453 | 0.466 | 0.299 | 0.320 | 1.006 | 8.829 | Visualize Results |
TrepFlow [117] | 1.443 | 0.599 | 8.316 | 1.562 | 0.517 | 0.270 | 0.320 | 0.990 | 8.099 | Visualize Results |
RAFTv2-OER-2-view [118] | 1.897 | 0.745 | 11.304 | 1.530 | 0.558 | 0.475 | 0.320 | 1.018 | 11.854 | Visualize Results |
GMA-base [119] | 1.450 | 0.591 | 8.440 | 1.532 | 0.470 | 0.280 | 0.321 | 0.951 | 8.251 | Visualize Results |
RAFT-DFlow [120] | 1.618 | 0.577 | 10.104 | 1.580 | 0.471 | 0.255 | 0.321 | 1.076 | 9.367 | Visualize Results |
SKFlow_RAFT [121] | 1.461 | 0.617 | 8.346 | 1.595 | 0.514 | 0.307 | 0.323 | 1.021 | 8.173 | Visualize Results |
FCTR-m [122] | 1.524 | 0.575 | 9.264 | 1.512 | 0.468 | 0.250 | 0.325 | 0.979 | 8.791 | Visualize Results |
CVE-RAFT [123] | 1.530 | 0.574 | 9.319 | 1.447 | 0.463 | 0.295 | 0.325 | 1.015 | 8.754 | Visualize Results |
SwinTR-RAFT [124] | 1.379 | 0.529 | 8.304 | 1.272 | 0.430 | 0.277 | 0.325 | 0.917 | 7.726 | Visualize Results |
SSTM-nws [125] | 2.125 | 0.789 | 13.029 | 1.916 | 0.679 | 0.373 | 0.325 | 1.130 | 13.474 | Visualize Results |
submission5367 [126] | 1.601 | 0.636 | 9.471 | 1.613 | 0.545 | 0.312 | 0.326 | 0.971 | 9.456 | Visualize Results |
RAFT-FS [127] | 1.646 | 0.634 | 9.895 | 1.663 | 0.531 | 0.281 | 0.328 | 1.027 | 9.681 | Visualize Results |
RAFTv2-OER-warm-start [128] | 1.594 | 0.625 | 9.487 | 1.567 | 0.512 | 0.339 | 0.328 | 1.014 | 9.271 | Visualize Results |
CSFlow-2-view [129] | 1.626 | 0.584 | 10.123 | 1.527 | 0.492 | 0.254 | 0.330 | 1.015 | 9.539 | Visualize Results |
RAFT-base [130] | 2.071 | 0.859 | 11.961 | 1.600 | 0.582 | 0.567 | 0.330 | 1.035 | 13.219 | Visualize Results |
GMA [131] | 1.388 | 0.582 | 7.963 | 1.537 | 0.461 | 0.278 | 0.331 | 0.963 | 7.662 | Visualize Results |
FCTR [132] | 1.744 | 0.570 | 11.319 | 1.438 | 0.466 | 0.256 | 0.332 | 0.961 | 10.648 | Visualize Results |
OM_RAFT [133] | 1.544 | 0.591 | 9.312 | 1.563 | 0.480 | 0.264 | 0.333 | 0.991 | 8.891 | Visualize Results |
GMA-FS [134] | 1.430 | 0.602 | 8.171 | 1.579 | 0.470 | 0.263 | 0.333 | 0.977 | 7.961 | Visualize Results |
L2L-Flow-ext [135] | 1.816 | 0.664 | 11.208 | 1.546 | 0.541 | 0.374 | 0.334 | 1.019 | 11.098 | Visualize Results |
LLA-Flow [136] | 1.506 | 0.572 | 9.114 | 1.469 | 0.467 | 0.258 | 0.335 | 0.992 | 8.552 | Visualize Results |
DIP [137] | 1.435 | 0.519 | 8.919 | 1.102 | 0.407 | 0.312 | 0.336 | 0.754 | 8.546 | Visualize Results |
MFFC [138] | 1.827 | 0.711 | 10.951 | 1.561 | 0.535 | 0.412 | 0.336 | 1.015 | 11.201 | Visualize Results |
Deformable_RAFT [139] | 1.667 | 0.627 | 10.151 | 1.631 | 0.519 | 0.277 | 0.338 | 0.993 | 9.897 | Visualize Results |
raft-jm [140] | 1.668 | 0.644 | 10.014 | 1.686 | 0.553 | 0.276 | 0.339 | 1.037 | 9.785 | Visualize Results |
RAFT-illumination [141] | 2.028 | 0.800 | 12.055 | 1.695 | 0.629 | 0.473 | 0.340 | 1.057 | 12.766 | Visualize Results |
RAFT [142] | 1.609 | 0.623 | 9.647 | 1.621 | 0.518 | 0.301 | 0.341 | 1.036 | 9.288 | Visualize Results |
L2L-Flow-ext-warm [143] | 1.648 | 0.622 | 10.017 | 1.641 | 0.516 | 0.282 | 0.342 | 1.018 | 9.657 | Visualize Results |
MFR [144] | 1.545 | 0.593 | 9.295 | 1.536 | 0.477 | 0.299 | 0.348 | 1.023 | 8.736 | Visualize Results |
MF2C [145] | 1.664 | 0.689 | 9.612 | 1.663 | 0.596 | 0.372 | 0.348 | 1.060 | 9.651 | Visualize Results |
RAFT-TF_RVC [146] | 1.837 | 0.776 | 10.499 | 2.125 | 0.652 | 0.321 | 0.352 | 1.193 | 10.767 | Visualize Results |
RAFT-GT-ft [147] | 2.427 | 0.970 | 14.332 | 1.803 | 0.668 | 0.613 | 0.352 | 1.141 | 15.848 | Visualize Results |
MeFlow [148] | 2.054 | 0.822 | 12.109 | 1.750 | 0.642 | 0.517 | 0.352 | 1.066 | 12.894 | Visualize Results |
DCN-Flow [149] | 2.326 | 0.904 | 13.930 | 1.739 | 0.618 | 0.594 | 0.353 | 1.080 | 15.138 | Visualize Results |
PPAC-HD3 [150] | 4.589 | 1.507 | 29.751 | 2.788 | 1.340 | 1.068 | 0.355 | 1.289 | 33.624 | Visualize Results |
HCVNet [151] | 1.695 | 0.644 | 10.267 | 1.624 | 0.544 | 0.309 | 0.355 | 1.067 | 9.865 | Visualize Results |
sdex001 [152] | 1.466 | 0.661 | 8.017 | 1.858 | 0.496 | 0.301 | 0.356 | 1.112 | 7.812 | Visualize Results |
HD3-Flow-OER [153] | 4.574 | 1.535 | 29.388 | 2.689 | 1.386 | 1.125 | 0.357 | 1.366 | 33.305 | Visualize Results |
MaskFlownet [154] | 2.521 | 0.989 | 15.032 | 2.742 | 0.908 | 0.291 | 0.361 | 1.285 | 16.261 | Visualize Results |
LSM_FLOW_RVC [155] | 3.142 | 1.395 | 17.394 | 2.557 | 1.091 | 0.873 | 0.361 | 1.202 | 21.652 | Visualize Results |
OADFlow [156] | 2.168 | 0.832 | 13.083 | 1.790 | 0.658 | 0.473 | 0.364 | 1.078 | 13.772 | Visualize Results |
ScaleRAFT [157] | 1.883 | 0.591 | 12.422 | 1.465 | 0.456 | 0.292 | 0.366 | 1.030 | 11.480 | Visualize Results |
RAFTv1-OER-2-view [158] | 2.534 | 0.915 | 15.743 | 1.968 | 0.653 | 0.532 | 0.367 | 1.246 | 16.413 | Visualize Results |
RAFT+ConvUp [159] | 2.160 | 0.700 | 14.073 | 1.739 | 0.585 | 0.386 | 0.369 | 1.190 | 13.409 | Visualize Results |
DICL_update [160] | 2.121 | 0.764 | 13.200 | 2.220 | 0.581 | 0.315 | 0.369 | 1.169 | 13.131 | Visualize Results |
ProtoFormer [161] | 1.441 | 0.566 | 8.569 | 1.434 | 0.417 | 0.280 | 0.371 | 1.005 | 7.802 | Visualize Results |
RAFT+NCUP [162] | 1.661 | 0.678 | 9.666 | 1.872 | 0.541 | 0.302 | 0.371 | 1.102 | 9.402 | Visualize Results |
DICL-Flow+ [163] | 1.863 | 0.741 | 11.014 | 2.222 | 0.519 | 0.330 | 0.380 | 1.167 | 10.905 | Visualize Results |
DICL-Flow [164] | 2.634 | 0.967 | 16.237 | 2.494 | 0.621 | 0.492 | 0.388 | 1.349 | 16.895 | Visualize Results |
IOFPL-ft [165] | 4.394 | 1.611 | 27.128 | 3.059 | 1.421 | 0.943 | 0.391 | 1.292 | 31.812 | Visualize Results |
HD3-Flow [166] | 4.788 | 1.622 | 30.633 | 3.225 | 1.379 | 1.117 | 0.395 | 1.410 | 34.802 | Visualize Results |
Flow1D-OER [167] | 2.146 | 0.850 | 12.713 | 2.006 | 0.764 | 0.458 | 0.397 | 1.264 | 12.957 | Visualize Results |
SelFlow [168] | 3.745 | 1.449 | 22.502 | 3.616 | 1.374 | 0.592 | 0.397 | 1.570 | 25.664 | Visualize Results |
SMURF [169] | 3.152 | 1.550 | 16.233 | 3.141 | 1.310 | 0.858 | 0.398 | 1.371 | 21.152 | Visualize Results |
IOFPL-CVr8-ft [170] | 3.757 | 1.337 | 23.522 | 2.803 | 1.141 | 0.765 | 0.398 | 1.288 | 26.430 | Visualize Results |
DA_opticalflow [171] | 2.254 | 0.737 | 14.639 | 1.790 | 0.612 | 0.374 | 0.400 | 1.198 | 14.026 | Visualize Results |
MobileFlow [172] | 1.917 | 0.716 | 11.701 | 1.875 | 0.575 | 0.361 | 0.404 | 1.245 | 11.047 | Visualize Results |
ADLAB-PRFlow [173] | 1.885 | 0.633 | 12.104 | 1.599 | 0.472 | 0.307 | 0.406 | 1.009 | 11.350 | Visualize Results |
ADW [174] | 2.504 | 1.158 | 13.487 | 2.822 | 0.987 | 0.549 | 0.412 | 1.457 | 15.425 | Visualize Results |
YOIO [175] | 1.365 | 0.599 | 7.584 | 1.453 | 0.492 | 0.341 | 0.413 | 1.113 | 6.673 | Visualize Results |
MaskFlownet-S [176] | 2.771 | 1.077 | 16.608 | 2.901 | 0.996 | 0.342 | 0.419 | 1.404 | 17.777 | Visualize Results |
ScaleFlow++_SAG [177] | 2.040 | 0.762 | 12.472 | 1.987 | 0.614 | 0.449 | 0.420 | 1.439 | 11.540 | Visualize Results |
RAPIDFlow [178] | 2.038 | 0.849 | 11.737 | 2.067 | 0.650 | 0.472 | 0.424 | 1.266 | 11.916 | Visualize Results |
CVPR-1235 [179] | 1.889 | 0.755 | 11.135 | 1.972 | 0.652 | 0.307 | 0.431 | 1.324 | 10.490 | Visualize Results |
vcn+MSDRNet [180] | 2.595 | 0.889 | 16.528 | 2.632 | 0.694 | 0.350 | 0.435 | 1.279 | 16.526 | Visualize Results |
ScaleFlow_GS58 [181] | 2.353 | 0.876 | 14.412 | 2.301 | 0.743 | 0.433 | 0.439 | 1.472 | 13.991 | Visualize Results |
RAFT_Chairs_Things [182] | 3.173 | 0.970 | 21.173 | 2.223 | 0.864 | 0.573 | 0.442 | 1.433 | 20.963 | Visualize Results |
MR-Flow [183] | 2.527 | 0.954 | 15.365 | 2.866 | 0.710 | 0.420 | 0.446 | 1.715 | 14.826 | Visualize Results |
DistillFlow+ft [184] | 3.487 | 1.479 | 19.904 | 3.894 | 1.415 | 0.488 | 0.449 | 1.742 | 22.824 | Visualize Results |
PWC-Net+KF [185] | 3.850 | 1.595 | 22.276 | 3.664 | 1.302 | 0.734 | 0.459 | 1.957 | 25.289 | Visualize Results |
PWC-Net+KF2 [186] | 3.753 | 1.588 | 21.445 | 3.657 | 1.298 | 0.723 | 0.460 | 1.863 | 24.700 | Visualize Results |
ADW-Net [187] | 2.731 | 0.924 | 17.484 | 2.365 | 0.759 | 0.478 | 0.461 | 1.466 | 17.066 | Visualize Results |
metaFlow [188] | 2.710 | 1.089 | 15.931 | 2.738 | 0.706 | 0.602 | 0.465 | 1.456 | 16.890 | Visualize Results |
HMFlow [189] | 3.206 | 1.122 | 20.210 | 2.786 | 0.957 | 0.584 | 0.467 | 1.693 | 20.470 | Visualize Results |
ProFlow [190] | 2.818 | 1.027 | 17.428 | 2.892 | 0.751 | 0.496 | 0.469 | 1.626 | 17.369 | Visualize Results |
less_iter_fine [191] | 3.313 | 1.237 | 20.261 | 2.421 | 0.900 | 0.731 | 0.469 | 1.472 | 21.891 | Visualize Results |
DCVNet [192] | 2.364 | 1.152 | 12.220 | 2.570 | 0.980 | 0.674 | 0.473 | 1.660 | 13.417 | Visualize Results |
NccFlow [193] | 4.264 | 1.674 | 25.412 | 3.952 | 1.717 | 0.710 | 0.473 | 2.062 | 28.432 | Visualize Results |
SPM-BPv2 [194] | 3.515 | 1.020 | 23.865 | 2.603 | 0.841 | 0.521 | 0.474 | 1.773 | 22.830 | Visualize Results |
RAFT-VM [195] | 2.858 | 1.124 | 17.015 | 2.658 | 0.961 | 0.555 | 0.477 | 1.612 | 17.701 | Visualize Results |
EFlow-M-tile [196] | 2.077 | 0.806 | 12.430 | 1.912 | 0.704 | 0.401 | 0.485 | 1.338 | 11.759 | Visualize Results |
ProFlow_ROB [197] | 2.709 | 1.013 | 16.549 | 2.843 | 0.723 | 0.518 | 0.485 | 1.586 | 16.470 | Visualize Results |
SegFlow153 [198] | 4.151 | 1.246 | 27.855 | 3.072 | 1.143 | 0.656 | 0.486 | 2.000 | 27.563 | Visualize Results |
PatchBatch-CENT+SD [199] | 5.789 | 2.743 | 30.599 | 5.232 | 2.756 | 1.492 | 0.492 | 1.801 | 41.746 | Visualize Results |
Scale-flow++_GS58 [200] | 2.153 | 0.708 | 13.956 | 1.994 | 0.588 | 0.266 | 0.494 | 1.476 | 12.042 | Visualize Results |
GMFlow [201] | 1.736 | 0.653 | 10.555 | 1.232 | 0.568 | 0.462 | 0.499 | 0.971 | 9.724 | Visualize Results |
ARFlow-mv-ft [202] | 3.197 | 1.358 | 18.216 | 3.446 | 1.240 | 0.500 | 0.499 | 1.624 | 20.410 | Visualize Results |
LiteFlowNet [203] | 4.539 | 1.630 | 28.291 | 3.274 | 1.438 | 0.928 | 0.500 | 1.733 | 31.412 | Visualize Results |
VCN_RVC [204] | 2.827 | 1.134 | 16.645 | 2.864 | 0.922 | 0.524 | 0.506 | 1.480 | 17.614 | Visualize Results |
UFlow [205] | 5.205 | 2.036 | 31.058 | 4.000 | 1.921 | 1.199 | 0.507 | 1.969 | 36.382 | Visualize Results |
Flow1D [206] | 2.238 | 0.966 | 12.585 | 2.181 | 0.876 | 0.545 | 0.509 | 1.372 | 12.889 | Visualize Results |
PRichFlow [207] | 3.967 | 1.545 | 23.751 | 3.865 | 1.518 | 0.558 | 0.512 | 1.758 | 26.496 | Visualize Results |
STaRFlow [208] | 2.718 | 1.111 | 15.839 | 2.738 | 0.891 | 0.521 | 0.512 | 1.372 | 16.939 | Visualize Results |
ContinualFlow_ROB [209] | 3.341 | 1.752 | 16.292 | 4.057 | 1.656 | 0.792 | 0.512 | 1.941 | 20.755 | Visualize Results |
RichFlow-ft-fnl [210] | 4.315 | 1.609 | 26.416 | 3.943 | 1.574 | 0.644 | 0.515 | 1.774 | 29.363 | Visualize Results |
IRR-PWC-OER [211] | 3.669 | 1.438 | 21.873 | 3.043 | 1.319 | 0.811 | 0.523 | 1.672 | 24.126 | Visualize Results |
S2F-IF [212] | 3.500 | 0.988 | 23.986 | 2.629 | 0.816 | 0.533 | 0.524 | 1.976 | 21.960 | Visualize Results |
FlowSAC_ff [213] | 3.346 | 0.972 | 22.712 | 2.666 | 0.822 | 0.444 | 0.524 | 1.986 | 20.648 | Visualize Results |
RAFT+LCV [214] | 2.489 | 1.002 | 14.630 | 2.793 | 0.686 | 0.470 | 0.525 | 1.448 | 14.769 | Visualize Results |
SENSE [215] | 3.599 | 1.375 | 21.752 | 3.102 | 1.144 | 0.720 | 0.527 | 1.640 | 23.598 | Visualize Results |
AL-OF-r0.2 [216] | 3.790 | 1.435 | 23.016 | 3.739 | 1.389 | 0.443 | 0.531 | 2.026 | 24.257 | Visualize Results |
SegFlow193 [217] | 4.893 | 1.570 | 31.973 | 3.375 | 1.450 | 1.157 | 0.533 | 2.064 | 33.382 | Visualize Results |
ScopeFlow [218] | 3.592 | 1.400 | 21.497 | 3.457 | 1.261 | 0.592 | 0.534 | 1.742 | 23.286 | Visualize Results |
IRR-PWC [219] | 3.844 | 1.472 | 23.220 | 3.509 | 1.296 | 0.721 | 0.535 | 1.724 | 25.430 | Visualize Results |
FlowFields [220] | 3.748 | 1.056 | 25.700 | 2.784 | 0.878 | 0.570 | 0.546 | 2.110 | 23.602 | Visualize Results |
CompactFlow [221] | 3.455 | 1.294 | 21.100 | 3.327 | 1.180 | 0.498 | 0.547 | 1.658 | 22.261 | Visualize Results |
less_iteration [222] | 3.492 | 1.261 | 21.701 | 2.469 | 0.929 | 0.751 | 0.547 | 1.558 | 22.803 | Visualize Results |
DIP-Flow [223] | 3.103 | 0.881 | 21.227 | 2.574 | 0.681 | 0.419 | 0.548 | 1.801 | 18.979 | Visualize Results |
SegFlow113 [224] | 3.869 | 1.132 | 26.210 | 2.855 | 0.942 | 0.667 | 0.550 | 1.945 | 25.018 | Visualize Results |
CompactFlow-woscv [225] | 3.596 | 1.374 | 21.734 | 3.399 | 1.314 | 0.539 | 0.551 | 1.672 | 23.388 | Visualize Results |
ProbFlowFields [226] | 3.631 | 1.061 | 24.603 | 2.719 | 0.887 | 0.607 | 0.551 | 2.105 | 22.619 | Visualize Results |
Classic+NL-fast [227] | 9.129 | 4.725 | 44.956 | 7.157 | 4.974 | 3.331 | 0.558 | 2.812 | 66.935 | Visualize Results |
SfM-PM [228] | 2.910 | 1.016 | 18.357 | 2.797 | 0.756 | 0.479 | 0.559 | 1.732 | 17.431 | Visualize Results |
LiteFlowNet3 [229] | 2.994 | 1.148 | 18.077 | 3.000 | 0.985 | 0.498 | 0.559 | 1.670 | 18.302 | Visualize Results |
FlowFields++ [230] | 2.943 | 0.850 | 20.027 | 2.550 | 0.603 | 0.403 | 0.560 | 1.859 | 17.401 | Visualize Results |
SegFlow73 [231] | 3.463 | 1.008 | 23.497 | 2.682 | 0.781 | 0.522 | 0.563 | 1.977 | 21.466 | Visualize Results |
PWC-Net-OER [232] | 3.731 | 1.659 | 20.639 | 3.573 | 1.506 | 0.805 | 0.565 | 1.953 | 23.758 | Visualize Results |
RichFlow-ft [233] | 3.541 | 1.335 | 21.553 | 3.527 | 1.201 | 0.538 | 0.566 | 1.857 | 22.404 | Visualize Results |
MirrorFlow [234] | 3.316 | 1.338 | 19.470 | 3.684 | 1.165 | 0.487 | 0.566 | 1.853 | 20.523 | Visualize Results |
TIMCflow [235] | 3.979 | 1.249 | 26.243 | 3.775 | 0.904 | 0.540 | 0.567 | 2.079 | 25.518 | Visualize Results |
PGM-C [236] | 3.234 | 0.929 | 22.045 | 2.724 | 0.659 | 0.424 | 0.567 | 1.999 | 19.467 | Visualize Results |
AOD [237] | 6.901 | 2.861 | 39.768 | 4.687 | 2.693 | 2.153 | 0.567 | 2.850 | 48.101 | Visualize Results |
VCN-OER [238] | 2.810 | 1.103 | 16.713 | 2.716 | 0.967 | 0.527 | 0.567 | 1.605 | 16.843 | Visualize Results |
InterpoNet_ff [239] | 3.952 | 1.232 | 26.121 | 3.600 | 0.946 | 0.573 | 0.571 | 2.228 | 24.900 | Visualize Results |
PMC-PWC_without_edge_loss [240] | 3.185 | 1.189 | 19.479 | 2.913 | 1.004 | 0.571 | 0.572 | 1.688 | 19.788 | Visualize Results |
Classic+NL [241] | 7.961 | 3.770 | 42.079 | 6.191 | 3.911 | 2.509 | 0.573 | 2.694 | 57.374 | Visualize Results |
LiteFlowNet3-S [242] | 3.028 | 1.173 | 18.182 | 3.079 | 0.996 | 0.527 | 0.574 | 1.646 | 18.566 | Visualize Results |
Flownet2-IAER [243] | 4.061 | 1.483 | 25.115 | 3.324 | 1.377 | 0.808 | 0.575 | 1.814 | 26.829 | Visualize Results |
IHBPFlow [244] | 4.347 | 1.476 | 27.746 | 3.573 | 1.155 | 0.895 | 0.577 | 2.245 | 28.145 | Visualize Results |
FC-2Layers-FF [245] | 6.781 | 3.053 | 37.144 | 5.841 | 3.390 | 1.688 | 0.580 | 3.308 | 45.962 | Visualize Results |
LocalLayering [246] | 5.820 | 2.143 | 35.784 | 3.817 | 2.342 | 1.399 | 0.580 | 2.461 | 39.976 | Visualize Results |
GCA-Net-ft+ [247] | 2.695 | 0.980 | 16.699 | 2.671 | 0.837 | 0.392 | 0.581 | 1.423 | 16.283 | Visualize Results |
OF-OEF [248] | 4.159 | 1.716 | 24.119 | 3.813 | 1.541 | 0.771 | 0.581 | 1.948 | 27.304 | Visualize Results |
PatchWMF-OF [249] | 5.550 | 1.781 | 36.257 | 3.339 | 1.843 | 1.277 | 0.581 | 2.612 | 37.319 | Visualize Results |
InterpoNet_df [250] | 3.862 | 1.193 | 25.632 | 3.613 | 0.885 | 0.508 | 0.581 | 2.253 | 24.038 | Visualize Results |
FF++_ROB [251] | 3.953 | 1.148 | 26.836 | 3.255 | 0.910 | 0.519 | 0.582 | 2.351 | 24.562 | Visualize Results |
JOF [252] | 6.920 | 3.080 | 38.195 | 5.983 | 3.416 | 1.678 | 0.583 | 2.474 | 49.143 | Visualize Results |
DiscreteFlow+OIR [253] | 3.331 | 0.942 | 22.817 | 2.794 | 0.712 | 0.442 | 0.583 | 1.948 | 20.318 | Visualize Results |
tfFlowNet2+GLR [254] | 4.594 | 1.736 | 27.918 | 3.728 | 1.566 | 1.082 | 0.584 | 1.963 | 30.888 | Visualize Results |
CVENG22+RIC [255] | 4.834 | 1.706 | 30.335 | 4.048 | 1.594 | 0.944 | 0.584 | 2.463 | 31.675 | Visualize Results |
DCFlow+KF2 [256] | 3.645 | 1.149 | 23.992 | 3.037 | 0.932 | 0.640 | 0.586 | 1.974 | 22.867 | Visualize Results |
PatchBatch+Inter [257] | 3.624 | 1.324 | 22.397 | 3.076 | 1.115 | 0.673 | 0.589 | 1.824 | 23.062 | Visualize Results |
A-A [258] | 4.430 | 1.644 | 27.193 | 3.527 | 1.594 | 0.890 | 0.589 | 1.706 | 30.123 | Visualize Results |
PH-Flow [259] | 4.388 | 1.714 | 26.202 | 3.612 | 1.713 | 0.834 | 0.590 | 2.430 | 27.997 | Visualize Results |
CPM-Flow [260] | 3.557 | 1.189 | 22.889 | 3.032 | 0.973 | 0.613 | 0.592 | 2.064 | 21.900 | Visualize Results |
GPNet [261] | 2.766 | 1.148 | 15.994 | 3.003 | 1.035 | 0.396 | 0.592 | 1.656 | 16.269 | Visualize Results |
CoT-AMFlow [262] | 3.956 | 1.523 | 23.818 | 3.585 | 1.375 | 0.760 | 0.592 | 2.002 | 25.391 | Visualize Results |
FlowFields+ [263] | 3.102 | 0.820 | 21.718 | 2.340 | 0.616 | 0.373 | 0.593 | 1.865 | 18.549 | Visualize Results |
DC-RAFT [264] | 2.362 | 1.084 | 12.769 | 2.173 | 0.903 | 0.597 | 0.594 | 1.425 | Visualize Results | |
LiteFlowNet2 [265] | 3.483 | 1.383 | 20.637 | 3.293 | 1.263 | 0.629 | 0.597 | 1.772 | 21.976 | Visualize Results |
FlowNet2-ft-sintel [266] | 4.157 | 1.557 | 25.403 | 3.272 | 1.461 | 0.856 | 0.597 | 1.890 | 27.347 | Visualize Results |
DCFlow+KF [267] | 3.585 | 1.142 | 23.502 | 3.036 | 0.921 | 0.630 | 0.597 | 2.017 | 22.208 | Visualize Results |
WLIF-Flow [268] | 5.734 | 1.759 | 38.125 | 3.242 | 1.818 | 1.296 | 0.597 | 2.512 | 39.036 | Visualize Results |
WRTflow [269] | 8.236 | 4.048 | 42.320 | 6.413 | 4.250 | 2.774 | 0.598 | 3.106 | 58.550 | Visualize Results |
Semantic_Lattice [270] | 3.838 | 1.700 | 21.304 | 3.855 | 1.434 | 0.795 | 0.599 | 1.995 | 24.396 | Visualize Results |
MLDP-OF [271] | 7.297 | 3.260 | 40.183 | 5.581 | 3.304 | 2.007 | 0.600 | 2.916 | 51.146 | Visualize Results |
RicFlow [272] | 3.550 | 1.264 | 22.220 | 3.248 | 1.023 | 0.576 | 0.601 | 2.203 | 21.465 | Visualize Results |
GCA-Net [273] | 2.947 | 1.032 | 18.585 | 2.900 | 0.830 | 0.456 | 0.602 | 1.645 | 17.753 | Visualize Results |
AL-OF-r0.1 [274] | 4.062 | 1.629 | 23.935 | 3.828 | 1.522 | 0.670 | 0.604 | 2.121 | 25.952 | Visualize Results |
OF_OCC_LD [275] | 9.675 | 5.296 | 45.288 | 7.996 | 5.632 | 3.694 | 0.605 | 3.025 | 70.740 | Visualize Results |
PWC-Net [276] | 4.386 | 1.719 | 26.166 | 4.282 | 1.657 | 0.674 | 0.606 | 2.070 | 28.793 | Visualize Results |
Flownet2-IA [277] | 4.114 | 1.520 | 25.304 | 3.530 | 1.377 | 0.809 | 0.606 | 1.877 | 26.968 | Visualize Results |
VCN+LCV [278] | 2.833 | 1.093 | 17.039 | 3.210 | 0.875 | 0.400 | 0.607 | 1.607 | 16.860 | Visualize Results |
ARFlow+LCT-Flow [279] | 4.341 | 1.680 | 26.067 | 3.996 | 1.697 | 0.598 | 0.610 | 2.327 | 27.758 | Visualize Results |
AGIF+OF [280] | 5.766 | 1.695 | 38.936 | 3.034 | 1.709 | 1.329 | 0.613 | 2.554 | 39.121 | Visualize Results |
GlobalPatchCollider [281] | 4.134 | 1.432 | 26.179 | 3.914 | 1.268 | 0.554 | 0.613 | 2.232 | 26.222 | Visualize Results |
CPM_AUG [282] | 3.609 | 1.135 | 23.804 | 2.945 | 0.935 | 0.516 | 0.615 | 2.099 | 22.137 | Visualize Results |
CPM2 [283] | 3.253 | 0.980 | 21.812 | 2.663 | 0.751 | 0.416 | 0.615 | 1.954 | 19.503 | Visualize Results |
MPIF [284] | 3.111 | 1.134 | 19.218 | 3.070 | 0.939 | 0.523 | 0.616 | 1.980 | 18.220 | Visualize Results |
PWC-Net_RVC [285] | 3.897 | 1.726 | 21.637 | 3.950 | 1.425 | 0.812 | 0.618 | 2.033 | 24.705 | Visualize Results |
SAMFL [286] | 4.477 | 1.763 | 26.643 | 3.946 | 1.623 | 0.811 | 0.618 | 1.860 | 29.995 | Visualize Results |
Channel-Flow [287] | 7.023 | 3.086 | 39.084 | 5.411 | 3.236 | 1.918 | 0.624 | 2.791 | 49.021 | Visualize Results |
UnSAMFlow [288] | 3.926 | 1.671 | 22.341 | 3.785 | 1.602 | 0.707 | 0.628 | 2.100 | 24.744 | Visualize Results |
PMF [289] | 5.378 | 1.858 | 34.102 | 3.877 | 1.835 | 1.235 | 0.628 | 2.428 | 36.128 | Visualize Results |
StruPyNet-ft [290] | 4.401 | 1.573 | 27.503 | 3.613 | 1.449 | 0.747 | 0.630 | 2.021 | 28.915 | Visualize Results |
UnsupSimFlow [291] | 5.926 | 2.159 | 36.655 | 4.302 | 1.977 | 1.217 | 0.631 | 2.508 | 40.503 | Visualize Results |
PST [292] | 3.110 | 0.942 | 20.809 | 2.759 | 0.664 | 0.378 | 0.635 | 2.069 | 17.919 | Visualize Results |
PMC-PWC_edge_loss [293] | 3.173 | 1.188 | 19.374 | 2.882 | 1.009 | 0.562 | 0.636 | 1.749 | 19.218 | Visualize Results |
NASFlow-PWC [294] | 3.448 | 1.398 | 20.181 | 2.927 | 1.106 | 0.792 | 0.637 | 1.517 | 22.093 | Visualize Results |
InterpoNet_cpm [295] | 4.086 | 1.371 | 26.222 | 3.992 | 1.064 | 0.569 | 0.637 | 2.325 | 25.466 | Visualize Results |
Classic+NLP [296] | 6.731 | 2.949 | 37.545 | 5.573 | 3.291 | 1.648 | 0.638 | 3.296 | 45.290 | Visualize Results |
MDP-Flow2 [297] | 5.837 | 1.869 | 38.158 | 3.210 | 1.913 | 1.441 | 0.640 | 2.603 | 39.459 | Visualize Results |
SPM-BP [298] | 5.202 | 1.815 | 32.839 | 4.008 | 1.704 | 1.179 | 0.643 | 2.576 | 34.214 | Visualize Results |
F2PD_JJN [299] | 4.604 | 1.925 | 26.456 | 3.764 | 1.633 | 1.232 | 0.643 | 2.074 | 30.396 | Visualize Results |
DDCNet_Stacked [300] | 6.137 | 3.003 | 31.681 | 4.937 | 2.983 | 1.995 | 0.643 | 2.824 | 41.406 | Visualize Results |
EFlow-M [301] | 2.980 | 1.151 | 17.898 | 2.383 | 1.038 | 0.636 | 0.643 | 1.567 | 18.004 | Visualize Results |
FlowNet2 [302] | 3.959 | 1.468 | 24.294 | 3.089 | 1.319 | 0.920 | 0.643 | 1.898 | 25.422 | Visualize Results |
VCN [303] | 2.808 | 1.108 | 16.682 | 3.267 | 0.867 | 0.418 | 0.646 | 1.669 | 16.302 | Visualize Results |
PWC_acn [304] | 4.191 | 1.694 | 24.584 | 3.315 | 1.346 | 0.980 | 0.647 | 1.754 | 27.699 | Visualize Results |
OAR-Flow [305] | 6.227 | 2.760 | 34.455 | 5.639 | 3.096 | 1.375 | 0.648 | 3.132 | 41.378 | Visualize Results |
FlowFieldsCNN [306] | 3.778 | 0.996 | 26.469 | 2.604 | 0.796 | 0.631 | 0.648 | 2.017 | 23.582 | Visualize Results |
AggregFlow [307] | 4.754 | 1.694 | 29.685 | 3.705 | 1.603 | 0.981 | 0.650 | 2.251 | 31.184 | Visualize Results |
DDCNet_Multires_ft_sintel [308] | 5.342 | 2.666 | 27.171 | 4.643 | 2.761 | 1.588 | 0.656 | 2.750 | 34.864 | Visualize Results |
StruPyNet [309] | 4.517 | 1.728 | 27.290 | 3.786 | 1.755 | 0.850 | 0.659 | 2.227 | 29.238 | Visualize Results |
CAR_100 [310] | 4.000 | 1.607 | 23.550 | 3.865 | 1.499 | 0.641 | 0.660 | 2.154 | 25.083 | Visualize Results |
efficent_OF_test0 [311] | 2.791 | 1.249 | 15.357 | 3.574 | 0.954 | 0.485 | 0.661 | 1.935 | 15.415 | Visualize Results |
AugFNG_ROB [312] | 3.606 | 1.603 | 19.939 | 3.637 | 1.376 | 0.868 | 0.666 | 2.142 | 21.736 | Visualize Results |
FGI [313] | 4.664 | 1.540 | 30.110 | 3.771 | 1.336 | 0.850 | 0.669 | 2.310 | 30.185 | Visualize Results |
UlDENet [314] | 3.496 | 1.437 | 20.305 | 3.937 | 1.269 | 0.454 | 0.669 | 2.281 | 20.491 | Visualize Results |
MDFlow [315] | 4.161 | 1.463 | 26.193 | 3.805 | 1.406 | 0.506 | 0.671 | 2.315 | 25.982 | Visualize Results |
EgFlow-cl [316] | 6.580 | 2.706 | 38.163 | 4.563 | 2.463 | 2.015 | 0.671 | 2.449 | 45.930 | Visualize Results |
STDC-Flow [317] | 6.989 | 3.235 | 37.557 | 6.225 | 3.619 | 1.738 | 0.674 | 2.873 | 48.289 | Visualize Results |
STC-Flow [318] | 3.515 | 1.443 | 20.438 | 3.750 | 1.340 | 0.539 | 0.674 | 2.257 | 20.680 | Visualize Results |
AL-OF-r0.05 [319] | 3.959 | 1.454 | 24.417 | 3.891 | 1.365 | 0.455 | 0.678 | 2.384 | 24.083 | Visualize Results |
F3-MPLF [320] | 4.771 | 2.063 | 26.863 | 3.458 | 1.809 | 1.244 | 0.678 | 1.884 | 32.091 | Visualize Results |
CARflow-mv [321] | 3.425 | 1.275 | 20.998 | 3.508 | 1.126 | 0.423 | 0.679 | 2.167 | 20.139 | Visualize Results |
tfFlowNet2 [322] | 4.486 | 1.684 | 27.364 | 3.694 | 1.477 | 1.064 | 0.681 | 2.078 | 29.232 | Visualize Results |
SparseFlow [323] | 6.197 | 2.357 | 37.460 | 4.642 | 2.273 | 1.392 | 0.681 | 2.533 | 42.422 | Visualize Results |
HAST [324] | 6.802 | 3.081 | 37.112 | 4.641 | 3.111 | 2.245 | 0.683 | 3.022 | 46.330 | Visualize Results |
NNF-Local [325] | 5.386 | 1.397 | 37.896 | 2.722 | 1.341 | 1.004 | 0.683 | 2.245 | 36.342 | Visualize Results |
ADF-Scaleflow [326] | 2.568 | 0.911 | 16.066 | 2.436 | 0.756 | 0.418 | 0.683 | 1.682 | 14.056 | Visualize Results |
IRR-PWC_RVC [327] | 3.785 | 2.039 | 18.039 | 4.046 | 1.703 | 1.039 | 0.684 | 2.114 | 23.234 | Visualize Results |
SegFlow33 [328] | 3.356 | 1.033 | 22.322 | 2.592 | 0.769 | 0.524 | 0.686 | 1.937 | 20.062 | Visualize Results |
CVENG22+Epic [329] | 4.592 | 1.506 | 29.757 | 3.650 | 1.329 | 0.889 | 0.687 | 2.290 | 29.562 | Visualize Results |
DDCNet_stacked2 [330] | 5.342 | 2.677 | 27.075 | 4.770 | 2.763 | 1.562 | 0.688 | 2.837 | 34.486 | Visualize Results |
ContFusion [331] | 6.263 | 2.518 | 36.767 | 5.092 | 2.801 | 1.302 | 0.694 | 3.115 | 41.506 | Visualize Results |
EPMNet [332] | 3.986 | 1.502 | 24.251 | 3.230 | 1.349 | 0.908 | 0.695 | 1.981 | 25.181 | Visualize Results |
EdgeFlow [333] | 2.300 | 1.134 | 11.781 | 2.765 | 0.987 | 0.580 | 0.695 | 1.773 | 11.507 | Visualize Results |
MFF [334] | 3.423 | 1.381 | 20.099 | 3.783 | 1.233 | 0.486 | 0.698 | 2.144 | 20.062 | Visualize Results |
FPCR-Net2 [335] | 4.074 | 1.692 | 23.519 | 3.761 | 1.550 | 0.798 | 0.699 | 2.157 | 25.483 | Visualize Results |
FPCR-Net [336] | 4.074 | 1.692 | 23.516 | 3.760 | 1.550 | 0.798 | 0.700 | 2.157 | 25.479 | Visualize Results |
ARFlow-mv [337] | 4.494 | 1.887 | 25.801 | 4.415 | 1.853 | 0.794 | 0.700 | 2.299 | 28.676 | Visualize Results |
DCFlow [338] | 3.537 | 1.103 | 23.394 | 2.897 | 0.868 | 0.632 | 0.703 | 2.015 | 21.296 | Visualize Results |
DiscreteFlow [339] | 3.567 | 1.108 | 23.626 | 3.398 | 0.799 | 0.446 | 0.703 | 2.277 | 20.906 | Visualize Results |
InterpoNet_dm [340] | 3.973 | 1.412 | 24.852 | 4.015 | 1.032 | 0.636 | 0.706 | 2.142 | 24.619 | Visualize Results |
DefFlowP [341] | 4.334 | 2.131 | 22.272 | 4.271 | 1.910 | 1.206 | 0.710 | 2.679 | 26.284 | Visualize Results |
SimpleFlow [342] | 12.617 | 7.848 | 51.435 | 10.693 | 8.422 | 6.170 | 0.711 | 8.411 | 81.786 | Visualize Results |
EpicFlow [343] | 4.115 | 1.360 | 26.595 | 3.660 | 1.079 | 0.599 | 0.712 | 2.117 | 25.859 | Visualize Results |
FlowSAC_dcf [344] | 3.600 | 1.161 | 23.506 | 2.972 | 0.930 | 0.712 | 0.716 | 2.121 | 21.502 | Visualize Results |
ROF-NND [345] | 8.061 | 3.944 | 41.603 | 6.365 | 4.145 | 2.756 | 0.717 | 3.301 | 56.051 | Visualize Results |
GANFlow [346] | 4.131 | 1.770 | 23.423 | 4.192 | 1.704 | 0.716 | 0.718 | 2.259 | 25.636 | Visualize Results |
DistillFlow [347] | 4.230 | 1.548 | 26.131 | 3.965 | 1.541 | 0.491 | 0.720 | 2.502 | 25.865 | Visualize Results |
risc [348] | 3.005 | 1.150 | 18.147 | 2.930 | 0.908 | 0.607 | 0.721 | 1.957 | 16.885 | Visualize Results |
GeoFlow [349] | 6.527 | 2.420 | 40.043 | 3.945 | 2.193 | 1.857 | 0.723 | 2.620 | 44.833 | Visualize Results |
ricom20201202 [350] | 3.002 | 1.150 | 18.125 | 2.915 | 0.911 | 0.609 | 0.723 | 1.949 | 16.869 | Visualize Results |
RICBCDN [351] | 3.080 | 1.212 | 18.319 | 3.241 | 0.945 | 0.577 | 0.724 | 2.077 | 17.197 | Visualize Results |
COF_2019 [352] | 6.171 | 2.596 | 35.298 | 5.385 | 2.883 | 1.263 | 0.725 | 3.298 | 40.142 | Visualize Results |
IIOF-NLDP [353] | 7.796 | 3.806 | 40.287 | 6.651 | 4.175 | 2.300 | 0.731 | 3.328 | 53.670 | Visualize Results |
Lavon [354] | 4.120 | 1.603 | 24.631 | 3.162 | 1.359 | 1.038 | 0.736 | 2.029 | 25.968 | Visualize Results |
RLOF_DENSE [355] | 7.977 | 3.887 | 41.315 | 6.689 | 4.005 | 2.415 | 0.739 | 3.080 | 55.766 | Visualize Results |
MDFlow-Fast [356] | 4.733 | 1.673 | 29.718 | 4.085 | 1.597 | 0.674 | 0.742 | 2.439 | 30.125 | Visualize Results |
CNet [357] | 6.866 | 3.122 | 37.403 | 4.890 | 3.002 | 2.283 | 0.743 | 2.405 | 48.087 | Visualize Results |
CARflow [358] | 3.660 | 1.373 | 22.346 | 3.749 | 1.252 | 0.455 | 0.745 | 2.482 | 21.007 | Visualize Results |
OAS-Net [359] | 3.653 | 1.490 | 21.322 | 3.809 | 1.393 | 0.587 | 0.749 | 2.129 | 21.783 | Visualize Results |
PWC-Net+ [360] | 3.454 | 1.413 | 20.116 | 3.917 | 1.247 | 0.490 | 0.751 | 2.230 | 19.846 | Visualize Results |
pwc_xx [361] | 5.767 | 2.495 | 32.479 | 4.493 | 2.229 | 1.628 | 0.752 | 2.121 | 39.523 | Visualize Results |
DMF_ROB [362] | 5.368 | 1.742 | 34.899 | 4.271 | 1.613 | 0.831 | 0.753 | 2.511 | 35.180 | Visualize Results |
AnisoHuber.L1 [363] | 12.642 | 7.983 | 50.472 | 10.457 | 8.675 | 6.320 | 0.753 | 9.976 | 77.835 | Visualize Results |
SDFlow [364] | 4.080 | 1.393 | 26.037 | 3.680 | 1.248 | 0.583 | 0.757 | 2.352 | 24.794 | Visualize Results |
ICALD [365] | 6.002 | 2.376 | 35.550 | 4.835 | 2.636 | 1.213 | 0.758 | 3.459 | 38.169 | Visualize Results |
Devon [366] | 4.343 | 1.742 | 25.577 | 4.115 | 1.531 | 0.816 | 0.763 | 2.449 | 26.716 | Visualize Results |
FlowNetC+ft+v [367] | 6.081 | 2.576 | 34.620 | 5.079 | 2.371 | 1.480 | 0.764 | 2.686 | 40.676 | Visualize Results |
SelFlow [368] | 6.555 | 2.665 | 38.298 | 4.816 | 2.532 | 1.661 | 0.766 | 2.277 | 45.691 | Visualize Results |
FlowNetS+ft+v [369] | 6.158 | 2.800 | 33.491 | 5.535 | 2.687 | 1.563 | 0.766 | 2.938 | 40.686 | Visualize Results |
ARFlow-base [370] | 4.512 | 1.839 | 26.359 | 4.400 | 1.804 | 0.672 | 0.774 | 2.535 | 27.895 | Visualize Results |
SVFilterOh [371] | 5.540 | 2.043 | 34.067 | 3.875 | 1.865 | 1.625 | 0.778 | 2.713 | 36.033 | Visualize Results |
FastFlow [372] | 3.997 | 1.832 | 21.653 | 4.469 | 1.719 | 0.833 | 0.779 | 2.538 | 23.496 | Visualize Results |
RAFT-GT [373] | 4.061 | 1.590 | 24.259 | 3.289 | 1.377 | 0.974 | 0.780 | 1.828 | 25.771 | Visualize Results |
MRDFlow [374] | 3.762 | 1.216 | 24.557 | 3.362 | 0.959 | 0.404 | 0.786 | 2.340 | 22.001 | Visualize Results |
DeepDiscreteFlow [375] | 3.863 | 1.296 | 24.820 | 3.077 | 0.975 | 0.803 | 0.794 | 2.024 | 23.575 | Visualize Results |
PPM [376] | 4.026 | 1.167 | 27.353 | 2.783 | 0.847 | 0.690 | 0.797 | 2.093 | 24.748 | Visualize Results |
FastFlowNet-ft+ [377] | 4.193 | 1.648 | 24.992 | 4.196 | 1.483 | 0.696 | 0.798 | 2.368 | 25.490 | Visualize Results |
DeepFlow2 [378] | 4.891 | 1.403 | 33.317 | 3.714 | 1.119 | 0.626 | 0.800 | 2.210 | 31.690 | Visualize Results |
ARFlow [379] | 4.782 | 1.908 | 28.261 | 4.413 | 1.865 | 0.768 | 0.807 | 2.576 | 29.893 | Visualize Results |
Pwc_ps [380] | 6.199 | 2.631 | 35.330 | 4.653 | 2.370 | 1.718 | 0.808 | 2.241 | 42.582 | Visualize Results |
CompactFlowNet [381] | 4.431 | 1.802 | 25.898 | 3.879 | 1.495 | 1.043 | 0.810 | 2.095 | 28.077 | Visualize Results |
Steered-L1 [382] | 10.864 | 6.018 | 50.244 | 7.976 | 6.187 | 4.832 | 0.811 | 6.049 | 72.292 | Visualize Results |
FastFlowNet [383] | 4.886 | 1.789 | 30.182 | 4.252 | 1.638 | 0.912 | 0.814 | 2.363 | 31.242 | Visualize Results |
OIFlow [384] | 4.259 | 1.731 | 24.918 | 4.197 | 1.609 | 0.658 | 0.819 | 2.563 | 25.473 | Visualize Results |
SPyNet+ft [385] | 6.640 | 3.013 | 36.190 | 5.501 | 3.122 | 1.719 | 0.832 | 3.343 | 43.442 | Visualize Results |
FDFlowNet [386] | 3.707 | 1.543 | 21.376 | 3.814 | 1.421 | 0.690 | 0.837 | 2.198 | 21.630 | Visualize Results |
DDCNet_B0_tf_sintel [387] | 7.198 | 3.847 | 34.528 | 6.103 | 3.886 | 2.611 | 0.839 | 3.735 | 47.119 | Visualize Results |
TF+OFM [388] | 4.917 | 1.874 | 29.735 | 3.676 | 1.689 | 1.309 | 0.839 | 2.349 | 31.391 | Visualize Results |
FullFlow+KF [389] | 3.598 | 1.247 | 22.779 | 2.957 | 0.977 | 0.677 | 0.844 | 1.974 | 21.212 | Visualize Results |
SJTU_PAMI418 [390] | 3.576 | 1.542 | 20.193 | 4.123 | 1.409 | 0.555 | 0.851 | 2.328 | 20.156 | Visualize Results |
COF [391] | 6.496 | 2.849 | 36.216 | 5.679 | 3.176 | 1.450 | 0.859 | 3.656 | 41.334 | Visualize Results |
VCN-WARP [392] | 3.177 | 1.421 | 17.485 | 3.227 | 1.226 | 0.827 | 0.859 | 1.845 | 17.892 | Visualize Results |
DDFlow [393] | 6.176 | 2.269 | 38.053 | 4.208 | 2.084 | 1.416 | 0.860 | 2.562 | 41.337 | Visualize Results |
ResPWCR_ROB [394] | 5.674 | 3.138 | 26.380 | 4.941 | 2.769 | 2.127 | 0.879 | 2.506 | 37.143 | Visualize Results |
SparseFlowFused [395] | 5.257 | 1.627 | 34.834 | 4.211 | 1.397 | 0.729 | 0.880 | 2.567 | 33.489 | Visualize Results |
htjnewfull [396] | 3.674 | 1.581 | 20.723 | 3.029 | 1.329 | 1.077 | 0.881 | 1.736 | 22.214 | Visualize Results |
DSPyNet+ft [397] | 6.224 | 2.743 | 34.602 | 5.102 | 2.937 | 1.562 | 0.881 | 2.842 | 40.954 | Visualize Results |
htjwarp2 [398] | 3.341 | 1.449 | 18.757 | 3.093 | 1.286 | 0.876 | 0.881 | 1.793 | 19.283 | Visualize Results |
EPIflow [399] | 7.003 | 2.907 | 40.443 | 5.098 | 2.712 | 1.809 | 0.882 | 2.789 | 47.616 | Visualize Results |
FastFlow2 [400] | 4.128 | 1.887 | 22.415 | 4.323 | 1.765 | 0.919 | 0.894 | 2.609 | 23.855 | Visualize Results |
mask [401] | 3.275 | 1.396 | 18.593 | 3.056 | 1.243 | 0.856 | 0.898 | 1.752 | 18.757 | Visualize Results |
Classic++ [402] | 8.721 | 4.259 | 45.047 | 6.983 | 4.494 | 2.753 | 0.902 | 3.295 | 60.645 | Visualize Results |
ER-FLOW2 [403] | 4.986 | 2.181 | 27.878 | 4.968 | 2.217 | 1.010 | 0.909 | 2.848 | 30.416 | Visualize Results |
SegPM+Interpolation [404] | 3.513 | 1.269 | 21.839 | 2.894 | 1.012 | 0.727 | 0.910 | 2.164 | 19.723 | Visualize Results |
ComponentFusion [405] | 6.065 | 2.033 | 38.912 | 4.114 | 2.063 | 1.213 | 0.910 | 2.996 | 39.074 | Visualize Results |
SPyNet [406] | 6.689 | 3.020 | 36.596 | 5.770 | 3.289 | 1.562 | 0.911 | 3.455 | 43.207 | Visualize Results |
TV-L1+EM [407] | 7.675 | 3.340 | 42.946 | 6.277 | 3.576 | 1.962 | 0.914 | 3.549 | 51.185 | Visualize Results |
BOOM+PF.XY [408] | 5.204 | 1.696 | 33.826 | 3.512 | 1.540 | 1.021 | 0.927 | 2.921 | 31.976 | Visualize Results |
Deep+R [409] | 5.041 | 1.481 | 34.047 | 3.710 | 1.102 | 0.722 | 0.929 | 2.333 | 31.999 | Visualize Results |
FullFlow [410] | 3.601 | 1.296 | 22.424 | 2.944 | 1.023 | 0.732 | 0.933 | 2.055 | 20.612 | Visualize Results |
LDOF [411] | 7.563 | 3.432 | 41.170 | 5.353 | 3.284 | 2.454 | 0.936 | 2.908 | 51.696 | Visualize Results |
ERFlow [412] | 4.393 | 2.002 | 23.912 | 4.481 | 2.041 | 0.875 | 0.937 | 2.423 | 26.331 | Visualize Results |
Deep-EIP [413] | 5.434 | 2.023 | 33.258 | 3.793 | 1.837 | 1.614 | 0.952 | 2.147 | 35.657 | Visualize Results |
DeepFlow [414] | 5.377 | 1.771 | 34.751 | 4.519 | 1.534 | 0.837 | 0.960 | 2.730 | 33.701 | Visualize Results |
TVL1_BWMFilter [415] | 8.361 | 3.421 | 48.551 | 6.524 | 3.687 | 2.095 | 0.968 | 3.867 | 55.892 | Visualize Results |
TV-L1 [416] | 9.471 | 4.875 | 46.845 | 7.630 | 5.151 | 3.337 | 0.976 | 3.856 | 65.165 | Visualize Results |
WOLF_ROB [417] | 6.947 | 3.238 | 37.153 | 5.828 | 3.405 | 1.835 | 0.976 | 3.454 | 45.036 | Visualize Results |
UPFlow [418] | 4.680 | 1.709 | 28.948 | 3.696 | 1.547 | 0.856 | 0.980 | 2.553 | 28.223 | Visualize Results |
ZZZ [419] | 6.027 | 1.681 | 41.429 | 3.637 | 1.547 | 1.038 | 0.994 | 2.809 | 38.798 | Visualize Results |
NLTGV-SC [420] | 7.680 | 3.565 | 41.168 | 6.132 | 3.801 | 2.170 | 0.996 | 3.557 | 50.808 | Visualize Results |
SAnet [421] | 6.953 | 3.682 | 33.584 | 5.694 | 3.714 | 2.432 | 1.018 | 3.487 | 44.750 | Visualize Results |
FAOP-Flow [422] | 5.065 | 1.349 | 35.368 | 3.548 | 1.044 | 0.694 | 1.028 | 2.726 | 30.774 | Visualize Results |
FALDOI [423] | 4.927 | 1.542 | 32.535 | 3.307 | 1.318 | 0.885 | 1.047 | 2.647 | 29.719 | Visualize Results |
BOOM+PF.XYT [424] | 5.311 | 1.820 | 33.809 | 3.552 | 1.661 | 1.180 | 1.049 | 3.031 | 32.008 | Visualize Results |
DF-Auto [425] | 8.480 | 3.945 | 45.399 | 6.445 | 4.149 | 2.537 | 1.057 | 3.732 | 56.780 | Visualize Results |
FlowNetC-MD [426] | 4.411 | 2.196 | 22.472 | 4.188 | 2.040 | 1.173 | 1.057 | 2.475 | 25.727 | Visualize Results |
M-1px [427] | 6.209 | 1.783 | 42.262 | 3.807 | 1.625 | 1.093 | 1.078 | 3.081 | 39.236 | Visualize Results |
DF-Beta [428] | 7.391 | 3.153 | 41.890 | 5.492 | 3.337 | 1.895 | 1.087 | 3.597 | 47.836 | Visualize Results |
IPOL_Brox [429] | 7.283 | 3.150 | 40.931 | 5.705 | 3.347 | 1.831 | 1.090 | 3.647 | 46.796 | Visualize Results |
DF [430] | 7.406 | 3.164 | 41.936 | 5.504 | 3.345 | 1.908 | 1.091 | 3.594 | 47.949 | Visualize Results |
HSVFlow [431] | 4.778 | 1.962 | 27.739 | 3.470 | 1.617 | 1.423 | 1.120 | 2.462 | 28.554 | Visualize Results |
PCA-Layers [432] | 5.730 | 2.455 | 32.468 | 5.447 | 2.337 | 1.415 | 1.129 | 3.051 | 35.079 | Visualize Results |
Horn+Schunck [433] | 8.739 | 4.525 | 43.032 | 7.542 | 5.045 | 2.891 | 1.141 | 3.860 | 58.243 | Visualize Results |
DDCNet_B1_ft-sintel [434] | 6.185 | 3.518 | 27.881 | 5.533 | 3.540 | 2.305 | 1.168 | 3.957 | 36.381 | Visualize Results |
FlowNetADF [435] | 7.464 | 3.915 | 36.404 | 6.853 | 4.094 | 2.377 | 1.171 | 4.412 | 46.057 | Visualize Results |
TVL1_RVC [436] | 8.233 | 4.012 | 42.600 | 7.010 | 4.432 | 2.381 | 1.172 | 4.480 | 52.331 | Visualize Results |
TVL1_ROB [437] | 8.233 | 4.012 | 42.600 | 7.010 | 4.432 | 2.381 | 1.172 | 4.480 | 52.331 | Visualize Results |
FlowNetProbOut [438] | 7.472 | 3.888 | 36.700 | 6.833 | 4.056 | 2.424 | 1.196 | 4.422 | 45.962 | Visualize Results |
DictFlowS [439] | 8.139 | 4.297 | 39.446 | 6.630 | 4.470 | 2.977 | 1.222 | 4.096 | 52.219 | Visualize Results |
HCOF+multi [440] | 6.717 | 3.244 | 35.046 | 5.724 | 3.175 | 2.290 | 1.223 | 4.158 | 40.158 | Visualize Results |
Back2FutureFlow_UFO [441] | 7.227 | 3.603 | 36.779 | 6.100 | 3.497 | 2.458 | 1.224 | 4.003 | 44.836 | Visualize Results |
DSPyNet [442] | 6.552 | 3.105 | 34.690 | 5.497 | 3.351 | 1.857 | 1.225 | 3.365 | 40.738 | Visualize Results |
RGBFlow [443] | 6.133 | 3.060 | 31.156 | 4.835 | 2.727 | 2.125 | 1.257 | 2.888 | 38.165 | Visualize Results |
Data-Flow [444] | 7.972 | 3.494 | 44.527 | 6.341 | 3.665 | 1.921 | 1.258 | 3.970 | 51.049 | Visualize Results |
AutoScaler+ [445] | 6.076 | 2.569 | 34.656 | 4.610 | 2.195 | 1.863 | 1.298 | 3.737 | 35.431 | Visualize Results |
Grts-Flow-V2 [446] | 6.415 | 2.664 | 36.995 | 5.177 | 2.482 | 1.773 | 1.310 | 3.983 | 37.635 | Visualize Results |
UnFlow [447] | 9.379 | 5.365 | 42.105 | 7.853 | 5.151 | 3.886 | 1.312 | 5.116 | 59.713 | Visualize Results |
CPNFlow [448] | 7.660 | 3.853 | 38.695 | 6.804 | 4.130 | 2.223 | 1.347 | 3.952 | 47.942 | Visualize Results |
PCA-Flow [449] | 6.828 | 3.014 | 37.939 | 6.444 | 3.038 | 1.655 | 1.363 | 3.484 | 42.048 | Visualize Results |
RC-LSTM-4dir [450] | 6.694 | 3.419 | 33.345 | 5.930 | 3.513 | 2.162 | 1.375 | 3.826 | 39.961 | Visualize Results |
2bit-BM-tele [451] | 9.274 | 4.219 | 50.491 | 6.233 | 4.119 | 3.323 | 1.390 | 4.564 | 59.833 | Visualize Results |
EPPM [452] | 6.494 | 2.675 | 37.632 | 4.997 | 2.422 | 1.948 | 1.402 | 3.446 | 39.152 | Visualize Results |
RC-LSTM-1dir [453] | 6.717 | 3.445 | 33.352 | 5.916 | 3.527 | 2.209 | 1.410 | 3.820 | 40.001 | Visualize Results |
AnyFlow [454] | 6.066 | 2.412 | 35.852 | 5.211 | 2.432 | 1.215 | 1.429 | 3.665 | 34.900 | Visualize Results |
TVL1_LD_GF [455] | 8.791 | 4.648 | 42.525 | 7.118 | 4.795 | 3.193 | 1.429 | 4.979 | 54.510 | Visualize Results |
SFL [456] | 7.455 | 4.129 | 34.548 | 7.148 | 4.322 | 2.448 | 1.437 | 4.756 | 43.773 | Visualize Results |
flownetnew [457] | 7.195 | 3.848 | 34.482 | 6.707 | 4.054 | 2.310 | 1.475 | 4.267 | 42.637 | Visualize Results |
H+S_ROB [458] | 13.278 | 8.654 | 50.879 | 11.490 | 9.560 | 6.700 | 1.552 | 10.011 | 79.168 | Visualize Results |
testS [459] | 7.332 | 3.986 | 34.592 | 6.988 | 4.220 | 2.379 | 1.619 | 4.518 | 42.429 | Visualize Results |
FlowNetC+OFR [460] | 8.525 | 4.864 | 38.360 | 6.873 | 5.189 | 3.675 | 1.665 | 4.551 | 52.146 | Visualize Results |
AtrousFlow [461] | 14.200 | 9.584 | 51.758 | 11.964 | 10.338 | 7.926 | 1.702 | 12.440 | 80.185 | Visualize Results |
DIS-Fast [462] | 9.353 | 5.165 | 43.503 | 8.317 | 5.677 | 3.212 | 1.906 | 4.899 | 57.071 | Visualize Results |
OatNet01 [463] | 8.533 | 5.090 | 36.559 | 7.084 | 5.251 | 3.809 | 1.932 | 5.233 | 49.168 | Visualize Results |
PosetOptimization [464] | 9.874 | 3.639 | 60.633 | 5.005 | 3.366 | 3.207 | 1.981 | 6.486 | 57.189 | Visualize Results |
H-1px [465] | 10.148 | 4.454 | 56.545 | 6.832 | 4.306 | 3.637 | 2.173 | 6.606 | 58.262 | Visualize Results |
H+S_RVC [466] | 10.495 | 6.400 | 43.824 | 8.992 | 7.084 | 4.920 | 2.504 | 7.319 | 57.754 | Visualize Results |
WKSparse [467] | 15.765 | 11.414 | 51.045 | 13.469 | 11.864 | 10.609 | 2.756 | 15.781 | 81.907 | Visualize Results |
Model_model [468] | 14.669 | 10.081 | 51.960 | 11.437 | 10.100 | 9.394 | 3.502 | 12.036 | 76.191 | Visualize Results |
BASELINE-zero [469] | 18.926 | 14.396 | 55.633 | 17.050 | 15.613 | 12.172 | 4.049 | 20.873 | 87.342 | Visualize Results |
AVG_FLOW_ROB [470] | 18.799 | 14.422 | 54.251 | 16.903 | 15.516 | 12.457 | 4.566 | 19.946 | 86.008 | Visualize Results |
BASELINE-Mean [471] | 15.422 | 11.488 | 47.336 | 14.676 | 12.649 | 9.350 | 5.310 | 14.717 | 66.922 | Visualize Results |
S2D-Matching [472] | 18.485 | 13.372 | 59.935 | 13.676 | 12.747 | 12.149 | 9.472 | 15.466 | 70.185 | Visualize Results |
C-2px [473] | 44.062 | 37.047 | 101.160 | 37.366 | 36.580 | 37.093 | 34.342 | 35.847 | 112.424 | Visualize Results |
cascade [474] | 251.861 | 248.182 | 281.682 | 239.648 | 246.757 | 242.071 | 251.816 | 244.707 | 269.519 | 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 |