Optical Flow on Spring (test)
0.325EPEWAFT-DINOv3-a2
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| WAFT-DINOv3-a2Fine-tuning=True, Frames=22026.03 | 0.325 | 3.289 | 1.246 | 95.051 | — | — | — | — | — | |
| MegaFlowFine-tuning=False, Frames=42026.03 | 0.349 | 4.521 | 1.261 | 93.738 | — | — | — | — | — | |
| MEMFOFFine-tuned=true, #Frames=3, Memory (GB)=2.09, Runtime (ms)=472, Resolution=1080p2025.06 | 0.355 | 3.289 | 1.238 | 95.186 | — | — | — | — | — | |
| SEA-RAFT (M)Fine-tuned=true, #Frames=2, Memory (GB)=8.19, Runtime (ms)=286, Resolution=1080p2025.06 | 0.363 | 3.686 | 1.347 | 94.534 | — | — | — | — | — | |
| SEA-RAFT (M)Fine-tuning=True, Frames=22026.03 | 0.363 | 3.686 | 1.347 | 94.534 | — | — | — | — | — | |
| SEA-RAFT (S)Fine-tuned=true, #Frames=2, Memory (GB)=8.15, Runtime (ms)=205, Resolution=1080p2025.06 | 0.377 | 3.904 | 1.389 | 94.182 | — | — | — | — | — | |
| MegaFlowFine-tuning=False, Frames=22026.03 | 0.398 | 3.949 | 1.417 | 92.595 | — | — | — | — | — | |
| MEMFOFFine-tuned=false, #Frames=3, Memory (GB)=2.09, Runtime (ms)=472, Resolution=1080p2025.06 | 0.432 | 3.6 | 1.353 | 94.481 | — | — | — | — | — | |
| StreamFlowFine-tuned=true, #Frames=4, Memory (GB)=18.97, Runtime (ms)=1403, Resolution=1080p2025.06 | 0.467 | 4.152 | 1.424 | 94.404 | — | — | — | — | — | |
| StreamFlowFine-tuning=True, Frames=42026.03 | 0.467 | 4.152 | 1.424 | 94.404 | — | — | — | — | — | |
| MemFlowFine-tuned=true, #Frames=3, Memory (GB)=8.08, Runtime (ms)=885, Resolution=1080p2025.06 | 0.471 | 4.482 | 1.416 | 93.855 | — | — | — | — | — | |
| MemFlowFine-tuning=True, Frames=32026.03 | 0.471 | 4.482 | 1.416 | 93.855 | — | — | — | — | — | |
| CrocoFlowFine-tuned=true, #Frames=2, Memory (GB)=2.01, Runtime (ms)=6524, Resolution=1080p2025.06 | 0.498 | 4.565 | 1.508 | 93.66 | — | — | — | — | — | |
| CroCo-Flow2022.11 | 0.498 | — | — | — | 4.565 | 1.225 | 4.332 | 33.134 | — | |
| CrocoFlowFine-tuning=True, Frames=22026.03 | 0.498 | 4.565 | 1.508 | 93.66 | — | — | — | — | — | |
| StreamFlowFine-tuned=false, #Frames=4, Memory (GB)=18.97, Runtime (ms)=1403, Resolution=1080p2025.06 | 0.606 | 5.215 | 1.856 | 93.253 | — | — | — | — | — | |
| StreamFlowFine-tuning=False, Frames=42026.03 | 0.606 | 5.215 | 1.856 | 93.253 | — | — | — | — | — | |
| MemFlowFine-tuned=false, #Frames=3, Memory (GB)=8.08, Runtime (ms)=885, Resolution=1080p2025.06 | 0.627 | 5.759 | 2.114 | 92.253 | — | — | — | — | — | |
| MemFlowFine-tuning=False, Frames=32026.03 | 0.627 | 5.759 | 2.114 | 92.253 | — | — | — | — | — | |
| MS-RAFT+leaderboard submission=true2022.11 | 0.643 | — | — | — | 5.724 | 2.055 | 5.022 | 38.315 | — | |
| RPKNetFine-tuned=false, #Frames=2, Memory (GB)=8.49, Runtime (ms)=295, Resolution=1080p2025.06 | 0.657 | 4.809 | 1.756 | 92.638 | — | — | — | — | — | |
| RPKNetFine-tuning=False, Frames=22026.03 | 0.657 | 4.809 | 1.756 | 92.638 | — | — | — | — | — | |
| FlowFormerFine-tuned=false, #Frames=2, Memory (GB)=OOM, Resolution=1080p2025.06 | 0.723 | 6.51 | 2.384 | 91.679 | — | — | — | — | — | |
| FlowFormer2022.11 | 0.723 | — | — | — | 6.51 | 3.381 | 5.53 | 35.344 | — | |
| FlowFormerFine-tuning=False, Frames=22026.03 | 0.723 | 6.51 | 2.384 | 91.679 | — | — | — | — | — | |
| GMAFine-tuned=false, #Frames=2, Memory (GB)=13.26, Runtime (ms)=1185, Resolution=1080p2025.06 | 0.914 | 7.074 | 3.079 | 90.722 | — | — | — | — | — | |
| GMAFine-tuning=False, Frames=22026.03 | 0.914 | 7.074 | 3.079 | 90.722 | — | — | — | — | — | |
| FlowNet2Fine-tuned=false, #Frames=2, Memory (GB)=4.16, Runtime (ms)=167, Resolution=1080p2025.06 | 1.04 | 6.71 | 2.823 | 90.907 | — | — | — | — | — | |
| RAFTFine-tuned=false, #Frames=2, Memory (GB)=7.97, Runtime (ms)=557, Resolution=1080p2025.06 | 1.476 | 6.79 | 3.198 | 90.92 | — | — | — | — | — | |
| RAFTFine-tuning=False, Frames=22026.03 | 1.476 | 6.79 | 3.198 | 90.92 | — | — | — | — | — | |
| PWC-NetFine-tuned=false, #Frames=2, Memory (GB)=1.41, Runtime (ms)=76, Resolution=1080p2025.06 | 2.288 | 82.265 | 4.889 | 45.67 | — | — | — | — | — | |
| PWC-NetFine-tuning=False, Frames=22026.03 | 2.288 | 82.265 | 4.889 | 45.67 | — | — | — | — | — | |
| FlowFormerResolution=2K, Zero-shot=true2025.10 | — | — | — | — | — | — | — | — | 6.51 | |
| GMAResolution=2K, Zero-shot=true2025.10 | — | — | — | — | — | — | — | — | 7.07 | |
| MatchAttentionResolution=2K, Zero-shot=true2025.10 | — | — | — | — | — | — | — | — | 4.58 | |
| MemFlowResolution=2K, Zero-shot=true2025.10 | — | — | — | — | — | — | — | — | 5.76 | |
| PWC-NetResolution=2K, Zero-shot=true2025.10 | — | — | — | — | — | — | — | — | 82.2 | |
| RAFTResolution=2K, Zero-shot=true2025.10 | — | — | — | — | — | — | — | — | 6.79 | |
| RPKNetResolution=2K, Zero-shot=true2025.10 | — | — | — | — | — | — | — | — | 4.8 |