Polyp Segmentation on PolypGen Data Centre 2
87.34DiceGRAFNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GRAFNet2026.02 | 87.34 | 80.96 | 90.61 | 97.56 | 85.24 | 87.71 | |
| RPG-SAMsupport samples=1, feature_encoder=DINOv2 (ViT-L/14), mask_generator=SAM22026.03 | 67.14 | 61.04 | — | — | — | — | |
| Matchersupport samples=12026.03 | 66.3 | 60.79 | — | — | — | — | |
| OPSAMsupport samples=12026.03 | 65.33 | 59.29 | — | — | — | — | |
| ProtoSAMsupport samples=12026.03 | 63.03 | 55.73 | — | — | — | — | |
| FoBSYear=20242026.02 | 59.25 | 53.45 | 58.72 | 93.56 | 56.34 | 60.23 | |
| MDPNetYear=20252026.02 | 58.37 | 52.78 | 60.43 | 94.97 | 55.67 | 56.34 | |
| DilatedSegNetYear=20232026.02 | 56.76 | 51.68 | 60.5 | 93.22 | 53.45 | 53.45 | |
| AGCNetYear=20232026.02 | 56.15 | 51.26 | 57.01 | 92.1 | 52.89 | 55.67 | |
| FCB-FormerYear=20222026.02 | 55.53 | 50.83 | 55.15 | 90.97 | 52.34 | 55.89 | |
| DUCK-NetYear=20232026.02 | 51.29 | 48.44 | 55.06 | 89.62 | 48.23 | 47.56 | |
| SegNetYear=20172026.02 | 48.23 | 44.29 | 55.15 | 90.31 | 45.67 | 42.34 | |
| CE-NetYear=20192026.02 | 48.02 | 40.27 | 55.12 | 91.24 | 45.23 | 41.67 | |
| CMUNextYear=20242026.02 | 47.95 | 31.72 | 56.1 | 87.18 | 44.56 | 42.34 | |
| UNet++Year=20182026.02 | 47.73 | 42.15 | 58.87 | 92.24 | 44.56 | 39.45 | |
| UNetYear=20152026.02 | 45.2 | 40.14 | 57.25 | 91.15 | 42.34 | 37.56 | |
| SGU-NetYear=20232026.02 | 34.26 | 29.03 | 57.48 | 90.2 | 31.23 | 25.67 | |
| ColonSegNetYear=20212026.02 | 26.13 | 20.32 | 45.4 | 89.59 | 22.34 | 19.34 | |
| SEGICsupport samples=12026.03 | 22.79 | 15.47 | — | — | — | — | |
| PerSAMsupport samples=12026.03 | 18.96 | 12.97 | — | — | — | — |