Concept Segmentation on CI Concepts Optical Property
85.7Fw_beta (Weighted)ConceptSeg-R1-3B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ConceptSeg-R1-3Bbackbone=3B2026.05 | 85.7 | 86.5 | |
| ConceptSeg-R1-7Bbackbone=7B2026.05 | 85.7 | 86.5 | |
| SAM 3model_variant=SAM 32026.05 | 85.6 | 86.4 | |
| SAM3-Agent-7Bbackbone=7B2026.05 | 68.3 | 74.3 | |
| Seg-Zero-7Bbackbone=7B2026.05 | 67.1 | 73.1 | |
| LENS-3Bbackbone=3B2026.05 | 56 | 65.4 | |
| SAM3-Agent-3Bbackbone=3B2026.05 | 47.5 | 62 |