Metric: mean E-Measure (higher is better)
| # | Model↕ | mean E-Measure▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BiRefNet (DUTS, HRSOD, UHRSD) | 0.896 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 2 | BiRefNet (DUTS, UHRSD) | 0.896 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 3 | CPDR-L | 0.883 | No | CPDR: Towards Highly-Efficient Salient Object De... | 2025-01-11 | - |
| 4 | BiRefNet (DUTS, HRSOD) | 0.882 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 5 | BiRefNet (HRSOD, UHRSD) | 0.879 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 6 | BiRefNet (DUTS) | 0.878 | No | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 7 | C4Net | 0.865 | No | C$^{4}$Net: Contextual Compression and Complemen... | 2021-10-22 | - |