Metric: Average MAE (lower is better)
| # | Model↕ | Average MAE▲ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RealFlow | 0.01 | Yes | Transforming Static Images Using Generative Mode... | 2024-11-21 | - |
| 2 | UFO | 0.011 | No | A Unified Transformer Framework for Group-based ... | 2022-03-09 | Code |
| 3 | SSAV | 0.021 | No | - | - | Code |
| 4 | PDB | 0.032 | Yes | - | - | - |
| 5 | FGRN | 0.045 | Yes | - | - | - |
| 6 | MBNM | 0.047 | Yes | - | - | - |
| 7 | MSTM | 0.095 | Yes | - | - | Code |
| 8 | SAGM | 0.105 | Yes | - | - | - |
| 9 | MB+M | 0.129 | Yes | - | - | - |
| 10 | TIMP | 0.17 | Yes | - | - | - |