Semantic Segmentation on COCO-S without background
43.6mIoUCoCo-SAM3
Evaluation results
| Method | Links | |
|---|---|---|
| CoCo-SAM3Paradigm=Training-free SAM32026.04 | 43.6 | |
| CorrCLIPParadigm=Training-free CLIP-VFM2026.04 | 34 | |
| ReMEParadigm=Training-free CLIP-VFM2026.04 | 33.3 | |
| SAM3Paradigm=Training-free SAM32026.04 | 33.3 | |
| Talk2DINOParadigm=Training-based2026.04 | 30.2 | |
| TridentParadigm=Training-free CLIP-VFM2026.04 | 28.3 | |
| RF-CLIPParadigm=Training-free CLIP-Only2026.04 | 27.5 | |
| CASSParadigm=Training-free CLIP-VFM2026.04 | 26.7 | |
| SFPParadigm=Training-free CLIP-Only2026.04 | 26.4 | |
| FreeDAParadigm=Training-free CLIP-VFM2026.04 | 25.7 | |
| ProxyCLIPParadigm=Training-free CLIP-VFM2026.04 | 25.4 | |
| CLIP-DINOiserParadigm=Training-based2026.04 | 24.6 | |
| ClearCLIPParadigm=Training-free CLIP-Only2026.04 | 23.9 | |
| NACLIPParadigm=Training-free CLIP-Only2026.04 | 23.3 | |
| CLIPtraseParadigm=Training-free CLIP-Only2026.04 | 22.8 | |
| SCLIPParadigm=Training-free CLIP-Only2026.04 | 22.4 | |
| TCLParadigm=Training-based2026.04 | 19.6 | |
| GroupViTParadigm=Training-based2026.04 | 15.3 | |
| CLIPParadigm=Training-free CLIP-Only2026.04 | 7.2 |