Optical Flow
Find dense correspondences between video frames.
Leaderboard
| # | Method | Mean WAUC over conditions | WAUC day | WAUC sunset | WAUC rain | WAUC snow | WAUC night | Runtime | External data used |
|---|---|---|---|---|---|---|---|---|---|
| 1 | MS_RAFT+_RVC | 78.6 | 84.3 | 80.6 | 71.3 | 80.1 | 76.6 | 2.45 s | |
| 2 | RAFT-it+_RVC | 75.7 | 82.9 | 77.5 | 69.0 | 76.6 | 72.6 | 800 ms | |
| 3 | GMA | 74.3 | 79.0 | 77.0 | 66.4 | 77.0 | 71.9 | 100 ms | |
| 4 |
CRAFT
Anonymous |
73.8 | 78.7 | 76.5 | 66.1 | 76.5 | 71.1 | 100 ms | |
| 5 |
GMFlow_RVC
TBA |
71.0 | 76.9 | 73.1 | 64.1 | 72.3 | 68.9 | 200 ms | |
| 6 |
RAFT-TF_RVC
TBA |
69.5 | 77.8 | 71.3 | 62.0 | 71.0 | 65.5 | 2.30 s | |
| 7 | IRR-PWC_RVC | 68.9 | 76.2 | 71.2 | 60.5 | 72.2 | 64.3 | 530 ms | |
| 8 |
MCPFlow_RVC
Zhexiong Wan |
66.0 | 76.5 | 66.8 | 60.0 | 63.7 | 62.8 | 1.00 s | |
| 9 |
PRAFlow_RVC
Zhexiong Wan, Yuxin Mao, Yuchao Dai |
64.0 | 71.8 | 65.6 | 58.0 | 65.3 | 59.6 | 700 ms | |
| 10 |
C-RAFT_RVC
Henrique Morimitsu, Xiangyang Ji |
61.7 | 69.9 | 63.8 | 54.3 | 63.3 | 57.2 | 600 ms | |
| 11 | VCN_RVC | 60.9 | 71.0 | 62.2 | 53.9 | 61.4 | 56.0 | 700 ms | |
| 12 | PWC-Net_RVC | 59.9 | 70.6 | 61.7 | 51.8 | 60.7 | 54.9 | 300 ms | |
| 13 | FlowNet 2.0 [Sintel only] | 56.2 | 66.6 | 58.5 | 47.2 | 58.3 | 50.3 | 6.70 s | |
| 14 | LSM_FLOW_RVC | 55.8 | 65.8 | 58.2 | 47.3 | 56.0 | 52.1 | 100 ms | |
| 15 | Large Displacement Optical Flow | 53.6 | 63.8 | 56.2 | 44.9 | 53.4 | 49.7 | 17.00 s | |
| 16 | TVL1_RVC | 44.7 | 57.6 | 47.9 | 37.6 | 42.7 | 37.5 | 11.60 s | |
| 17 | FlowNet [Sintel only] | 34.8 | 39.7 | 37.8 | 29.3 | 37.0 | 30.3 | 223 ms | |
| 18 | H+S_RVC | 22.0 | 26.9 | 25.2 | 17.8 | 22.6 | 17.3 | 44.00 s |