Polyp Segmentation on SUN-SEG
95.1Easy ScoreSAM2+OBBSeg(Circle)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAM2+OBBSeg(Circle)Supervision=weak+prompt2026.07 | 95.1 | 94.8 | 95 | |
| SAM2+OBBSeg(Box)Supervision=weak+prompt2026.07 | 94.9 | 94.5 | 94.7 | |
| SAM3(Box)Year=2025, Supervision=full+prompt2026.07 | 94.2 | 93.4 | 93.9 | |
| SAM2(Box)Year=2024, Supervision=full+prompt2026.07 | 93.1 | 92.6 | 92.9 | |
| SAM2+OBBSeg(Scribble)Supervision=weak+prompt2026.07 | 92.1 | 92 | 92.1 | |
| SAM2+OBBSeg(Point)Supervision=weak+prompt2026.07 | 90.3 | 89.7 | 90 | |
| SAM2(Point)Year=2024, Supervision=full+prompt2026.07 | 87.6 | 85.7 | 86.8 | |
| LGRNetYear=2024MICCAI, Supervision=full2026.07 | 87.5 | 87.6 | 87.5 | |
| MS-TFALYear=2023MICCAI, Supervision=full2026.07 | 85.9 | 86.2 | 86 | |
| FLA-NetYear=2023MICCAI, Supervision=full2026.07 | 85.6 | 85.8 | 85.7 | |
| WeakPolyp+M2OSupervision=weak2026.07 | 81.1 | 81 | 81 | |
| WeakPolypYear=2023MICCAI, Supervision=weak2026.07 | 79.2 | 80.7 | 79.8 | |
| SAM3(Point)Year=2025, Supervision=full+prompt2026.07 | 74.5 | 72.4 | 73.6 | |
| SANetYear=2021MICCAI, Supervision=full2026.07 | 69.3 | 69.4 | 69.3 | |
| PraNetYear=2020MICCAI, Supervision=full2026.07 | 68.9 | 66 | 67.7 | |
| MEGANetYear=2024WACV, Supervision=full2026.07 | 61.2 | 69.3 | 64.6 |