Concept Segmentation on CD Concepts Medical Lesion
72.3Weighted F-measure (Fw_beta)ConceptSeg-R1-7B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ConceptSeg-R1-7Bbackbone=7B2026.05 | 72.3 | 79.3 | |
| ConceptSeg-R1-3Bbackbone=3B2026.05 | 69 | 77.4 | |
| Seg-Zero-7Bbackbone=7B2026.05 | 60.2 | 69.8 | |
| LENS-3Bbackbone=3B2026.05 | 56 | 69.1 | |
| SAM 3model_variant=SAM 32026.05 | 36.3 | 48.9 | |
| SAM3-Agent-7Bbackbone=7B2026.05 | 25.1 | 42.5 | |
| SAM3-Agent-3Bbackbone=3B2026.05 | 17.1 | 41.4 |