Semantic Segmentation on ISBI 2012 (test)
80.52mIoUGSAM
Evaluation results
| Method | Links | |
|---|---|---|
| GSAMImage size=256 × 256, Random crop=128 × 1282026.05 | 80.52 | |
| U-NetImage size=256 × 256, Random crop=128 × 1282026.05 | 80.39 | |
| SAMUSImage size=256 × 256, Random crop=128 × 1282026.05 | 79.75 | |
| HP-AdapterImage size=256 × 256, Random crop=128 × 1282026.05 | 77.51 | |
| LW-AdapterImage size=256 × 256, Random crop=128 × 1282026.05 | 77.04 | |
| AdaptFormerImage size=256 × 256, Random crop=128 × 1282026.05 | 73.3 | |
| SM-AdaptFormerImage size=256 × 256, Random crop=128 × 1282026.05 | 71.44 | |
| SAMImage size=1024 × 1024, Random crop=None2026.05 | 71.27 | |
| SAM2Image size=256 × 256, Random crop=128 × 1282026.05 | 57.85 |