Few-shot Semantic Segmentation on LVIS 92i
44.2mIoUGF-SAM
Evaluation results
| Method | Links | |
|---|---|---|
| GF-SAMShots=5, In-domain training=false, Type=generalist model2024.10 | 44.2 | |
| MatcherShots=5, In-domain training=false, Type=generalist model2024.10 | 40 | |
| GF-SAMShots=1, In-domain training=false, Type=generalist model2024.10 | 35.2 | |
| MatcherShots=1, In-domain training=false, Type=generalist model2024.10 | 33 | |
| HSNetShots=5, In-domain training=true, Type=specialist model2024.10 | 22.9 | |
| VATShots=5, In-domain training=true, Type=specialist model2024.10 | 22.7 | |
| VATShots=1, In-domain training=true, Type=specialist model2024.10 | 18.5 | |
| HSNetShots=1, In-domain training=true, Type=specialist model2024.10 | 17.4 | |
| PerSAM-FShots=1, In-domain training=false, Type=generalist model2024.10 | 12.3 | |
| PerSAMShots=1, In-domain training=false, Type=generalist model2024.10 | 11.5 |