Metric: AVERAGE MAE (lower is better)
| # | Model↕ | AVERAGE MAE▲ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RealFlow | 0.028 | Yes | Transforming Static Images Using Generative Mode... | 2024-11-21 | - |
| 2 | UFO | 0.028 | No | A Unified Transformer Framework for Group-based ... | 2022-03-09 | Code |
| 3 | SSAV | 0.04 | Yes | - | - | Code |
| 4 | MBNM | 0.047 | Yes | - | - | - |
| 5 | RCRNet+NER | 0.054 | Yes | Semi-Supervised Video Salient Object Detection U... | 2019-08-12 | Code |
| 6 | PDB | 0.064 | Yes | - | - | - |
| 7 | LTSI | 0.087 | Yes | - | - | - |
| 8 | FGRN | 0.088 | Yes | - | - | - |
| 9 | SPD | 0.125 | Yes | - | - | - |
| 10 | RSE | 0.128 | Yes | - | - | - |
| 11 | SRP | 0.134 | Yes | - | - | - |
| 12 | MESO | 0.134 | Yes | - | - | - |
| 13 | SAGM | 0.161 | Yes | - | - | - |
| 14 | MSTM | 0.177 | Yes | - | - | Code |
| 15 | TIMP | 0.192 | Yes | - | - | - |
| 16 | MB+M | 0.206 | Yes | - | - | - |