Optical Flow Estimation on Kubric 8K
81px Error (%)DPFlow
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DPFlowBest-Accuracy Input Width=2048 - 1/42025.05 | 8 | 3.16 | 21 | 11.22 | 0.38 | 0.42 | 11 | |
| SEA-RAFT (Cascaded)Best-Accuracy Input Width=2048 - 1/42025.05 | 10 | 3.04 | 22.5 | 11.78 | 0.14 | 0.18 | 22 | |
| SEA-RAFTBest-Accuracy Input Width=2048 - 1/42025.05 | 10.2 | 4.25 | 23.7 | 17.92 | 0.12 | 0.17 | 25 | |
| MS-RAFT+Best-Accuracy Input Width=2048 - 1/42025.05 | 10.9 | 4.46 | 22 | 18.95 | 1.23 | 1.65 | 26 | |
| WAFTBest-Accuracy Input Width=2048 - 1/42025.05 | 11.4 | 4.81 | 30.8 | 20.17 | 1.01 | — | — | |
| SEA-RAFT (Cascaded)Best-Accuracy Input Width=4096 - 1/22025.05 | 11.8 | 3.95 | 21.3 | 14.75 | 0.53 | 0.87 | 39 | |
| CCMRBest-Accuracy Input Width=2048 - 1/42025.05 | 13.5 | 4.79 | 26.2 | 20.07 | 1.29 | 1.6 | 20 | |
| FlowFormer++Best-Accuracy Input Width=2048 - 1/42025.05 | 14.7 | 4.06 | 32.5 | 14.87 | 1.8 | — | — | |
| DIPBest-Accuracy Input Width=2048 - 1/42025.05 | 14.9 | 6.44 | 33.5 | 27.09 | 0.96 | — | — | |
| HCVFlowBest-Accuracy Input Width=2048 - 1/42025.05 | 15.3 | 4.34 | 36.2 | 17.61 | 0.34 | — | — | |
| FlowFormerBest-Accuracy Input Width=2048 - 1/42025.05 | 15.6 | 4.1 | 33.7 | 15.92 | 1.79 | — | — | |
| RAFTBest-Accuracy Input Width=2048 - 1/42025.05 | 17.7 | 4.81 | 38.8 | 19.73 | 0.3 | 0.31 | 4 | |
| PWC-NetBest-Accuracy Input Width=4096 - 1/22025.05 | 19.7 | 21.79 | 44.5 | 98.94 | 0.22 | — | — | |
| SCVBest-Accuracy Input Width=2048 - 1/42025.05 | 22.8 | 4.41 | 39.8 | 17.29 | 3.48 | — | — | |
| Flow-1DBest-Accuracy Input Width=4096 - 1/22025.05 | 24.3 | 7.8 | 49.3 | 31.45 | 0.93 | — | — | |
| ReCoVEr-CXBest-Accuracy Input Width=4096 - 1/22025.05 | 33.3 | 20.33 | 83.2 | 93.02 | 0.66 | — | — | |
| GMFlowBest-Accuracy Input Width=2048 - 1/42025.05 | 73.4 | 5.08 | 84.4 | 15.36 | 0.94 | — | — |