Metric: mean E-Measure (higher is better)
| # | Model↕ | mean E-Measure▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BiRefNet (DUTS, HRSOD, UHRSD) | 0.962 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 2 | BiRefNet (DUTS, UHRSD) | 0.961 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 3 | BiRefNet (DUTS, HRSOD) | 0.96 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 4 | BiRefNet (DUTS) | 0.958 | No | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 5 | BiRefNet (HRSOD, UHRSD) | 0.954 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 6 | C4Net | 0.937 | No | C$^{4}$Net: Contextual Compression and Complemen... | 2021-10-22 | - |
| 7 | UCNet-ABP | 0.931 | No | Uncertainty Inspired RGB-D Saliency Detection | 2020-09-07 | Code |
| 8 | CPDR-L | 0.931 | No | CPDR: Towards Highly-Efficient Salient Object De... | 2025-01-11 | - |
| 9 | UCNet-CVAE | 0.927 | No | Uncertainty Inspired RGB-D Saliency Detection | 2020-09-07 | Code |
| 10 | BASNet | 0.896 | No | - | - | Code |
| 11 | DGRL | 0.887 | No | - | - | - |
| 12 | PiCANet | 0.853 | No | PiCANet: Learning Pixel-wise Contextual Attentio... | 2017-08-21 | Code |