Few-shot Segmentation on xBD
52.8mIoUFROST
Evaluation Results
| Method | Links | |
|---|---|---|
| FROSTRegime=Training-free2026.06 | 52.8 | |
| SegGPTRegime=Learning-based2026.06 | 35.5 | |
| GF-SAMRegime=Training-free2026.06 | 35.4 | |
| FSSDINORegime=Training-free2026.06 | 33 | |
| INSID3Regime=Training-free2026.06 | 32.1 | |
| SegICRegime=Learning-based2026.06 | 31.2 | |
| DiffewSRegime=Learning-based2026.06 | 17.3 | |
| MatcherRegime=Training-free2026.06 | 11.6 | |
| SINERegime=Learning-based2026.06 | 11.3 | |
| PerSAMRegime=Training-free2026.06 | 2.3 |