Metric: S-measure (higher is better)
| # | Model↕ | S-measure▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GCoNet+ | 0.738 | No | GCoNet+: A Stronger Group Collaborative Co-Salie... | 2022-05-30 | Code |
| 2 | DMT | 0.725 | No | Discriminative Co-Saliency and Background Mining... | 2023-04-30 | Code |
| 3 | DCFM | 0.71 | No | Democracy Does Matter: Comprehensive Feature Min... | 2022-03-11 | Code |
| 4 | UFO | 0.697 | No | A Unified Transformer Framework for Group-based ... | 2022-03-09 | Code |
| 5 | CADC | 0.68 | No | Summarize and Search: Learning Consensus-aware D... | 2021-10-01 | Code |
| 6 | GCoNet | 0.673 | No | Group Collaborative Learning for Co-Salient Obje... | 2021-03-15 | Code |
| 7 | GICD | 0.658 | No | Gradient-Induced Co-Saliency Detection | 2020-04-28 | Code |
| 8 | CSMG | 0.627 | No | - | - | - |
| 9 | CoEG-Net | 0.612 | No | Re-thinking Co-Salient Object Detection | 2020-07-07 | Code |
| 10 | EGNet | 0.603 | No | - | - | Code |