Optical Flow Estimation on 8K
13.31px Error (%)SEA-RAFT (Cascaded)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SEA-RAFT (Cascaded)Best-Accuracy Input Width=8192 - 1/12025.05 | 13.3 | 2.7 | 31.6 | 21.53 | 1.91 | 2.89 | 34 | |
| MS-RAFT+Best-Accuracy Input Width=4096 - 1/22025.05 | 14.5 | 1.92 | 34.6 | 32.03 | 4.15 | 5.51 | 25 | |
| WAFTBest-Accuracy Input Width=4096 - 1/22025.05 | 15.3 | 2.74 | 62.6 | 65.14 | 8.47 | — | — | |
| CCMRBest-Accuracy Input Width=4096 - 1/22025.05 | 15.8 | 2.16 | 39.7 | 42.86 | 4.39 | 5.23 | 16 | |
| SEA-RAFT (Cascaded)Best-Accuracy Input Width=4096 - 1/22025.05 | 15.8 | 1.9 | 36.8 | 18.58 | 0.45 | 0.72 | 37 | |
| DPFlowBest-Accuracy Input Width=8192 - 1/12025.05 | 16.5 | 1.92 | 34.4 | 18.03 | 5 | 5.48 | 9 | |
| FlowFormer++Best-Accuracy Input Width=8192 - 1/12025.05 | 16.8 | 3.41 | 55.3 | 55.7 | 16.68 | — | — | |
| SEA-RAFTBest-Accuracy Input Width=4096 - 1/22025.05 | 16.8 | 4.94 | 39.8 | 39.83 | 0.42 | 0.62 | 33 | |
| FlowFormerBest-Accuracy Input Width=8192 - 1/12025.05 | 16.9 | 3.22 | 56.4 | 58.16 | 16.57 | — | — | |
| HCVFlowBest-Accuracy Input Width=4096 - 1/22025.05 | 17.9 | 2.08 | 54.4 | 32.92 | 1.09 | — | — | |
| RAFTBest-Accuracy Input Width=4096 - 1/22025.05 | 18.9 | 5.9 | 49.8 | 36.41 | 0.96 | 2.62 | 63 | |
| SCVBest-Accuracy Input Width=4096 - 1/22025.05 | 19.1 | 2.83 | 46.1 | 46.42 | 14.66 | — | — | |
| DIPBest-Accuracy Input Width=8192 - 1/12025.05 | 19.8 | 4 | 51.2 | 85.62 | 11.57 | — | — | |
| ReCoVEr-CXBest-Accuracy Input Width=4096 - 1/22025.05 | 22.6 | 3.01 | 94.6 | 58.71 | 0.56 | — | — | |
| Flow-1DBest-Accuracy Input Width=4096 - 1/22025.05 | 23.8 | 2.23 | 71.3 | 31.58 | 0.79 | — | — | |
| PWC-NetBest-Accuracy Input Width=4096 - 1/22025.05 | 24.4 | 3.26 | 61.4 | 57.14 | 0.21 | — | — | |
| GMFlowBest-Accuracy Input Width=1024 - 1/82025.05 | 43.9 | 2.95 | 94.3 | 24.46 | 0.09 | — | — |