Few-Shot Segmentation on Polyp
62.25mIoUAAD
Evaluation results
| Method | Links | |
|---|---|---|
| AADShots=50-shot2026.01 | 62.25 | |
| AADShots=50-shot, Backbone=Swin-Transformer2026.01 | 62.25 | |
| AADShots=30-shot2026.01 | 61.09 | |
| AADShots=30-shot, Backbone=Swin-Transformer2026.01 | 61.09 | |
| AADShots=20-shot2026.01 | 59.68 | |
| AADShots=20-shot, Backbone=Swin-Transformer2026.01 | 59.68 | |
| AADShots=10-shot2026.01 | 56.64 | |
| AADShots=10-shot, Backbone=Swin-Transformer2026.01 | 56.64 | |
| AADShots=5-shot2026.01 | 51.79 | |
| AADShots=5-shot, Backbone=Swin-Transformer2026.01 | 51.79 | |
| DCAMAShots=50-shot2026.01 | 34.95 | |
| DCAMAShots=50-shot2026.01 | 34.95 | |
| DCAMAShots=30-shot2026.01 | 33.1 | |
| DCAMAShots=30-shot2026.01 | 33.1 | |
| AADShots=1-shot2026.01 | 32.85 | |
| AADShots=1-shot, Backbone=Swin-Transformer2026.01 | 32.85 | |
| DCAMAShots=20-shot2026.01 | 31.7 | |
| DCAMAShots=20-shot2026.01 | 31.7 | |
| DCAMAShots=10-shot2026.01 | 28.82 | |
| DCAMAShots=10-shot2026.01 | 28.82 | |
| DCAMAShots=5-shot2026.01 | 26.28 | |
| DCAMAShots=5-shot2026.01 | 26.28 | |
| DCAMAShots=1-shot2026.01 | 22.32 | |
| DCAMAShots=1-shot2026.01 | 22.32 | |
| SAMShots=1-shot2026.01 | 15.83 | |
| SAMShots=5-shot2026.01 | 15.83 | |
| SAMShots=10-shot2026.01 | 15.83 | |
| SAMShots=20-shot2026.01 | 15.83 | |
| SAMShots=30-shot2026.01 | 15.83 | |
| SAMShots=50-shot2026.01 | 15.83 | |
| SAMShots=1-shot2026.01 | 15.83 | |
| SAMShots=5-shot2026.01 | 15.83 | |
| SAMShots=10-shot2026.01 | 15.83 | |
| SAMShots=20-shot2026.01 | 15.83 | |
| SAMShots=30-shot2026.01 | 15.83 | |
| SAMShots=50-shot2026.01 | 15.83 | |
| FCNShots=50-shot2026.01 | 14.5 | |
| FCNShots=50-shot2026.01 | 14.5 | |
| FCNShots=30-shot2026.01 | 7.99 | |
| FCNShots=30-shot2026.01 | 7.99 | |
| FCNShots=20-shot2026.01 | 4.17 | |
| FCNShots=20-shot2026.01 | 4.17 | |
| FCNShots=10-shot2026.01 | 3.3 | |
| FCNShots=10-shot2026.01 | 3.3 | |
| FCNShots=5-shot2026.01 | 2.98 | |
| FCNShots=5-shot2026.01 | 2.98 | |
| FCNShots=1-shot2026.01 | 2.36 | |
| FCNShots=1-shot2026.01 | 2.36 |