Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SUM | 0.876 | No | SUM: Saliency Unification through Mamba for Visu... | 2024-06-25 | Code |
| 2 | SalNAS-XL + Self-KD | 0.87 | No | SalNAS: Efficient Saliency-prediction Neural Arc... | 2024-07-29 | Code |
| 3 | TempSAL | 0.869 | No | - | - | Code |
| 4 | MDS-ViTNet | 0.8684 | No | MDS-ViTNet: Improving saliency prediction for Ey... | 2024-05-29 | Code |
| 5 | TranSalNet | 0.868 | No | TranSalNet: Towards perceptually relevant visual... | 2021-10-07 | Code |