Metric: 1px total (higher is better)
| # | Model↕ | 1px total▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PWCNet | 82.265 | No | PWC-Net: CNNs for Optical Flow Using Pyramid, Wa... | 2017-09-07 | Code |
| 2 | SPyNet | 29.963 | No | Optical Flow Estimation using a Spatial Pyramid ... | 2016-11-03 | Code |
| 3 | GMFlow | 10.355 | No | GMFlow: Learning Optical Flow via Global Matching | 2021-11-26 | Code |
| 4 | GMA | 7.074 | No | Learning to Estimate Hidden Motions with Global ... | 2021-04-06 | Code |
| 5 | RAFT | 6.79 | No | RAFT: Recurrent All-Pairs Field Transforms for O... | 2020-03-26 | Code |
| 6 | FlowNet2 | 6.71 | No | FlowNet 2.0: Evolution of Optical Flow Estimatio... | 2016-12-06 | Code |
| 7 | FlowFormer | 6.51 | No | FlowFormer: A Transformer Architecture for Optic... | 2022-03-30 | Code |
| 8 | MS-RAFT+ | 5.724 | No | High Resolution Multi-Scale RAFT (Robust Vision ... | 2022-10-30 | Code |
| 9 | RPKNet | 4.809 | No | - | - | Code |
| 10 | DPFlow | 3.442 | No | DPFlow: Adaptive Optical Flow Estimation with a ... | 2025-03-19 | Code |
| 11 | MEMFOF | 3.289 | No | MEMFOF: High-Resolution Training for Memory-Effi... | 2025-06-29 | Code |