Metric: Weighted F-Measure (higher is better)
| # | Model↕ | Weighted F-Measure▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BiRefNet (DUTS, HRSOD, UHRSD) | 0.815 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 2 | BiRefNet (DUTS, UHRSD) | 0.815 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 3 | M3Net-S | 0.811 | No | M$^3$Net: Multilevel, Mixed and Multistage Atten... | 2023-09-15 | Code |
| 4 | BiRefNet (DUTS, HRSOD) | 0.8 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 5 | BiRefNet (DUTS) | 0.792 | No | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 6 | BiRefNet (HRSOD, UHRSD) | 0.79 | Yes | Bilateral Reference for High-Resolution Dichotom... | 2024-01-07 | Code |
| 7 | M3Net-R | 0.769 | No | M$^3$Net: Multilevel, Mixed and Multistage Atten... | 2023-09-15 | Code |