Few-Shot Semantic Segmentation on COCO-20i binary
66.8mIoUGF-SAM
Evaluation results
| Method | Links | |
|---|---|---|
| GF-SAMshot=5-shot2026.02 | 66.8 | |
| Matchershot=5-shot2026.02 | 60.7 | |
| GF-SAMshot=1-shot2026.02 | 58.7 | |
| FSSDINOshot=5-shot, backbone=DINOv3 (ViT-b), resolution=512x5122026.02 | 58.54 | |
| DCAMAshot=5-shot2026.02 | 58.3 | |
| VRP-SAMshot=1-shot2026.02 | 53.9 | |
| FPTransshot=5-shot2026.02 | 53.8 | |
| Matchershot=1-shot2026.02 | 52.7 | |
| DCAMAshot=1-shot2026.02 | 50.9 | |
| FSSDINOshot=1-shot, backbone=DINOv3 (ViT-b), resolution=512x5122026.02 | 46.99 | |
| LAshot=5-shot2026.02 | 45.1 | |
| LAshot=1-shot2026.02 | 43.1 | |
| FPTransshot=1-shot2026.02 | 42 | |
| PerSAM-Fshot=1-shot2026.02 | 23.5 |