Accuracy - EPE
model |
checkpoint |
sintel-clean |
sintel-final |
kitti-2012 |
kitti-2015 |
|---|---|---|---|---|---|
ccmr |
kitti |
1.444 |
2.806 |
0.982 |
0.747 |
ccmr |
sintel |
0.49 |
0.789 |
1.158 |
1.096 |
ccmr+ |
kitti |
1.326 |
2.721 |
0.985 |
0.724 |
ccmr+ |
sintel |
0.435 |
0.739 |
1.264 |
1.025 |
craft |
things |
1.281 |
2.734 |
2.03 |
4.752 |
craft |
sintel |
0.616 |
1.075 |
1.275 |
1.466 |
craft |
kitti |
3.847 |
5.706 |
1.286 |
0.594 |
csflow |
things |
1.426 |
2.61 |
1.952 |
4.668 |
csflow |
kitti |
0.832 |
2.167 |
1.203 |
0.711 |
csflow |
chairs |
2.139 |
4.067 |
4.385 |
9.032 |
dicl |
chairs |
3.427 |
4.861 |
5.915 |
18.379 |
dicl |
kitti |
8.108 |
9.648 |
1.081 |
1.198 |
dicl |
sintel |
1.116 |
1.614 |
2.111 |
5.702 |
dicl |
things |
1.965 |
3.732 |
3.668 |
9.659 |
dip |
kitti |
1.176 |
2.168 |
0.945 |
1.129 |
dip |
sintel |
0.504 |
1.494 |
1.619 |
3.977 |
dip |
things |
1.332 |
3.187 |
1.74 |
4.426 |
fastflownet |
things |
2.873 |
4.194 |
4.952 |
12.337 |
fastflownet |
mix |
2.589 |
2.711 |
2.507 |
5.305 |
fastflownet |
sintel |
2.694 |
2.735 |
4.871 |
13.092 |
fastflownet |
chairs |
3.208 |
4.352 |
5.404 |
13.912 |
fastflownet |
kitti |
3.979 |
5.147 |
1.46 |
2.168 |
flow1d |
chairs |
2.815 |
5.437 |
6.971 |
14.528 |
flow1d |
things |
2.004 |
3.243 |
2.595 |
6.575 |
flow1d |
sintel |
0.841 |
1.244 |
1.511 |
1.74 |
flow1d |
kitti |
6.532 |
8.981 |
1.451 |
0.655 |
flow1d |
highres |
1.315 |
2.163 |
2.361 |
4.487 |
flowformer |
kitti |
2.997 |
4.104 |
1.323 |
0.485 |
flowformer |
sintel |
0.412 |
0.61 |
1.236 |
1.094 |
flowformer |
chairs |
1.952 |
4.156 |
4.217 |
9.182 |
flowformer |
things |
0.94 |
2.338 |
1.872 |
4.534 |
flowformer++ |
chairs |
1.822 |
4.053 |
4.053 |
8.853 |
flowformer++ |
things |
0.895 |
2.293 |
1.809 |
4.339 |
flowformer++ |
things288960 |
1.052 |
2.533 |
1.82 |
4.282 |
flowformer++ |
sintel |
0.401 |
0.602 |
1.153 |
1.08 |
flowformer++ |
kitti |
2.476 |
3.787 |
1.233 |
0.475 |
flownet2 |
things |
2.222 |
3.639 |
3.995 |
10.09 |
flownetc |
things |
3.109 |
4.609 |
5.773 |
11.502 |
flownetcs |
things |
2.294 |
3.662 |
3.721 |
9.272 |
flownetcss |
things |
2.21 |
3.551 |
3.477 |
8.906 |
flownets |
things |
3.983 |
5.264 |
7.262 |
14.193 |
flownetsd |
things |
7.613 |
7.77 |
17.53 |
24.445 |
gma |
chairs |
2.273 |
4.328 |
4.841 |
10.216 |
gma |
things |
1.306 |
2.755 |
1.959 |
4.485 |
gma |
sintel |
0.631 |
1.056 |
1.27 |
1.46 |
gma |
kitti |
5.558 |
8.169 |
1.425 |
0.594 |
gmflow |
chairs |
3.225 |
4.432 |
8.623 |
16.542 |
gmflow |
things |
1.495 |
2.955 |
5.246 |
10.347 |
gmflow |
sintel |
0.947 |
1.276 |
2.377 |
3.027 |
gmflow |
kitti |
2.858 |
3.906 |
2.077 |
2.104 |
gmflow+ |
mix |
1.43 |
2.014 |
2.554 |
3.697 |
gmflow+ |
things |
1.495 |
2.955 |
5.246 |
10.347 |
gmflow+_sc2 |
sintel |
0.762 |
1.11 |
1.638 |
1.975 |
gmflow+_sc2 |
mix |
0.898 |
1.422 |
1.715 |
2.389 |
gmflow+_sc2 |
things |
1.084 |
2.474 |
3.132 |
6.747 |
gmflow+_sc2_refine6 |
sintel |
0.403 |
0.628 |
1.191 |
1.153 |
gmflow+_sc2_refine6 |
things |
0.908 |
2.74 |
2.198 |
4.919 |
gmflow+_sc2_refine6 |
mix |
0.594 |
1.071 |
0.967 |
1.314 |
gmflow+_sc2_refine6 |
kitti |
3.106 |
5.053 |
0.465 |
0.57 |
gmflow_refine |
sintel |
0.762 |
1.11 |
1.638 |
1.975 |
gmflow_refine |
things |
1.084 |
2.474 |
3.132 |
6.747 |
gmflow_refine |
chairs |
2.305 |
3.637 |
5.636 |
13.161 |
gmflow_refine |
kitti |
2.443 |
3.645 |
1.59 |
1.363 |
gmflownet |
things |
1.309 |
2.727 |
1.963 |
4.658 |
gmflownet |
kitti |
4.369 |
6.239 |
1.207 |
0.621 |
gmflownet_mix |
things |
1.159 |
2.728 |
1.987 |
4.923 |
gmflownet_mix |
sintel |
0.588 |
0.885 |
1.265 |
1.384 |
hd3 |
chairs |
5.146 |
10.043 |
13.856 |
22.2 |
hd3 |
things |
3.651 |
6.224 |
4.159 |
13.346 |
hd3 |
sintel |
2.201 |
1.552 |
5.197 |
13.566 |
hd3 |
kitti |
36.718 |
43.62 |
0.923 |
1.652 |
hd3_ctxt |
kitti |
6.088 |
7.968 |
0.769 |
1.344 |
hd3_ctxt |
sintel |
2.04 |
1.692 |
4.144 |
11.669 |
hd3_ctxt |
chairs |
3.789 |
5.822 |
12.423 |
22.316 |
hd3_ctxt |
things |
2.17 |
4.463 |
2.887 |
8.303 |
irr_pwc |
chairs_occ |
2.292 |
3.955 |
3.496 |
9.687 |
irr_pwc |
things |
1.835 |
3.392 |
2.742 |
7.822 |
irr_pwc |
sintel |
1.843 |
2.422 |
2.365 |
7.146 |
irr_pwc |
kitti |
7.538 |
8.428 |
1.11 |
1.435 |
irr_pwcnet |
things |
3.128 |
4.413 |
6.103 |
14.855 |
irr_pwcnet_irr |
things |
2.748 |
4.019 |
4.854 |
12.417 |
lcv_raft |
things |
1.83 |
2.876 |
2.432 |
5.831 |
lcv_raft |
chairs |
2.331 |
4.135 |
4.647 |
9.61 |
liteflownet |
sintel |
1.498 |
1.894 |
3.47 |
9.993 |
liteflownet |
things |
2.583 |
4.062 |
4.275 |
10.64 |
liteflownet |
kitti |
4.594 |
5.945 |
1.101 |
1.737 |
liteflownet2 |
sintel |
1.557 |
1.946 |
1.596 |
3.12 |
liteflownet2_pseudoreg |
kitti |
4.578 |
5.712 |
0.98 |
1.355 |
liteflownet3 |
sintel |
1.451 |
1.917 |
1.619 |
3.302 |
liteflownet3_pseudoreg |
kitti |
4.455 |
5.6 |
0.978 |
1.388 |
liteflownet3s |
sintel |
1.569 |
2.075 |
1.78 |
3.602 |
liteflownet3s_pseudoreg |
kitti |
4.275 |
5.518 |
1.026 |
1.524 |
llaflow |
sintel |
0.554 |
0.846 |
1.317 |
1.31 |
llaflow |
kitti |
3.815 |
5.773 |
1.326 |
0.642 |
llaflow |
chairs |
2.296 |
4.52 |
4.479 |
9.748 |
llaflow |
things |
1.275 |
2.725 |
1.882 |
4.702 |
llaflow_raft |
chairs |
2.176 |
4.832 |
5.868 |
12.314 |
llaflow_raft |
things |
1.392 |
2.609 |
2.101 |
4.916 |
llaflow_raft |
sintel |
0.623 |
0.991 |
1.257 |
1.364 |
llaflow_raft |
kitti |
5.635 |
8.36 |
1.292 |
0.579 |
maskflownet |
kitti |
3.576 |
4.81 |
0.965 |
1.626 |
maskflownet |
sintel |
1.443 |
1.922 |
1.462 |
1.846 |
maskflownet_s |
sintel |
1.502 |
2.002 |
1.708 |
2.445 |
maskflownet_s |
things |
2.535 |
3.884 |
4.383 |
10.773 |
matchflow |
things |
1.095 |
2.416 |
1.738 |
4.075 |
matchflow |
kitti |
2.984 |
4.585 |
1.125 |
0.531 |
matchflow |
chairs |
2.375 |
4.581 |
5.635 |
12.956 |
matchflow |
sintel |
0.494 |
0.796 |
1.158 |
1.24 |
matchflow_raft |
things |
1.15 |
2.633 |
1.814 |
4.159 |
ms_raft+ |
mixed |
0.648 |
1.107 |
1.015 |
0.679 |
neuflow |
things |
1.66 |
3.126 |
5.056 |
11.111 |
neuflow |
sintel |
0.988 |
1.294 |
2.297 |
2.06 |
pwcnet |
things |
2.643 |
4.059 |
4.042 |
10.288 |
pwcnet |
sintel |
1.849 |
2.338 |
1.93 |
3.122 |
pwcnet_nodc |
sintel |
2.231 |
2.765 |
3.234 |
6.093 |
pwcnet_nodc |
things |
3.329 |
4.769 |
5.29 |
12.274 |
raft |
chairs |
2.286 |
4.536 |
4.717 |
9.88 |
raft |
things |
1.458 |
2.684 |
2.135 |
5.018 |
raft |
sintel |
0.763 |
1.218 |
1.338 |
1.555 |
raft |
kitti |
4.544 |
6.157 |
1.283 |
0.643 |
raft_small |
things |
2.123 |
3.256 |
3.075 |
7.472 |
rapidflow |
things |
1.575 |
2.893 |
2.323 |
5.872 |
rapidflow |
sintel |
0.949 |
1.424 |
1.361 |
1.594 |
rapidflow |
chairs |
2.502 |
3.672 |
4.087 |
10.42 |
rapidflow |
kitti |
2.435 |
3.502 |
1.379 |
1.069 |
rapidflow_it1 |
kitti |
4.947 |
5.723 |
3.554 |
3.37 |
rapidflow_it1 |
sintel |
2.918 |
3.274 |
3.886 |
5.106 |
rapidflow_it1 |
things |
4.089 |
5.188 |
8.508 |
15.699 |
rapidflow_it1 |
chairs |
5.039 |
5.904 |
11.006 |
20.895 |
rapidflow_it2 |
chairs |
3.684 |
4.73 |
6.8 |
15.684 |
rapidflow_it2 |
things |
2.762 |
3.963 |
5.078 |
11.138 |
rapidflow_it2 |
sintel |
1.959 |
2.375 |
2.374 |
3.254 |
rapidflow_it2 |
kitti |
3.683 |
4.631 |
2.329 |
2.289 |
rapidflow_it3 |
sintel |
1.286 |
1.815 |
1.777 |
2.347 |
rapidflow_it3 |
kitti |
3.063 |
4.142 |
1.768 |
1.504 |
rapidflow_it3 |
chairs |
3.011 |
4.202 |
5.469 |
13.685 |
rapidflow_it3 |
things |
2.026 |
3.355 |
3.692 |
9.169 |
rapidflow_it6 |
chairs |
2.61 |
3.806 |
4.47 |
11.497 |
rapidflow_it6 |
things |
1.685 |
2.995 |
2.616 |
6.768 |
rapidflow_it6 |
sintel |
1.014 |
1.492 |
1.431 |
1.688 |
rapidflow_it6 |
kitti |
2.582 |
3.624 |
1.45 |
1.112 |
rpknet |
things |
1.12 |
2.449 |
1.674 |
3.783 |
rpknet |
chairs |
2.406 |
3.588 |
3.965 |
10.878 |
rpknet |
kitti |
1.478 |
2.37 |
1.171 |
0.946 |
rpknet |
sintel |
0.552 |
0.813 |
1.192 |
1.257 |
scopeflow |
kitti |
8.259 |
10.676 |
0.911 |
1.308 |
scopeflow |
sintel |
1.615 |
2.477 |
1.984 |
5.795 |
scopeflow |
chairs |
2.529 |
3.908 |
3.793 |
10.747 |
scopeflow |
things |
1.847 |
3.291 |
2.76 |
8.268 |
separableflow |
things |
1.295 |
2.593 |
2.094 |
4.733 |
separableflow |
sintel |
0.642 |
0.956 |
1.509 |
1.468 |
separableflow |
kitti |
3.1 |
5.13 |
0.761 |
0.62 |
separableflow |
universal |
0.685 |
1.016 |
1.027 |
1.103 |
skflow |
kitti |
2.614 |
4.003 |
1.201 |
0.519 |
skflow |
sintel |
0.524 |
0.782 |
1.2 |
1.227 |
skflow |
things |
1.205 |
2.441 |
1.758 |
4.238 |
starflow |
kitti |
5.07 |
7.097 |
1.78 |
2.951 |
starflow |
sintel |
1.599 |
2.056 |
3.736 |
8.155 |
starflow |
things |
1.817 |
3.452 |
3.868 |
9.316 |
vcn |
chairs |
2.816 |
4.013 |
3.976 |
10.268 |
vcn |
things |
2.207 |
3.694 |
3.151 |
8.119 |
vcn |
sintel |
1.671 |
2.44 |
1.981 |
4.213 |
vcn |
kitti |
5.052 |
7.499 |
0.937 |
1.424 |
vcn_small |
chairs |
3.22 |
4.395 |
4.966 |
11.863 |
vcn_small |
things |
2.759 |
4.306 |
3.757 |
8.879 |
videoflow_bof |
kitti |
1.847 |
3.139 |
6.329 |
6.73 |
videoflow_bof |
things_288960 |
1.155 |
2.394 |
5.172 |
17.009 |
videoflow_bof |
sintel |
0.37 |
0.54 |
1.598 |
2.25 |
videoflow_mof |
sintel |
0.432 |
0.621 |
1.839 |
2.893 |
videoflow_mof |
things |
1.057 |
2.474 |
7.524 |
23.696 |
videoflow_mof |
kitti |
2.621 |
3.71 |
4.493 |
7.27 |
videoflow_mof |
things_288960 |
1.23 |
2.702 |
4.238 |
13.215 |