Point Prediction on OpenImages V7
55.2p-mIoUGEM-SAM-MetaCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| GEM-SAM-MetaCLIPLoc. anno.=true, Loc. FT=false, fps=0.452023.12 | 55.2 | |
| GEM-SAM-MetaCLIPzero-shot=true2026.03 | 55.2 | |
| GEM-SAM-CLIPLoc. anno.=true, Loc. FT=false, fps=0.452023.12 | 53.4 | |
| GroundingSAMLoc. anno.=true, Loc. FT=true, fps=0.592023.12 | 53.3 | |
| Groundingdino + SAMzero-shot=true2026.03 | 53.3 | |
| GEM-MetaCLIPLoc. anno.=false, Loc. FT=false, fps=37.242023.12 | 51.9 | |
| GEM-CLIPLoc. anno.=false, Loc. FT=false, fps=37.242023.12 | 50.9 | |
| CLIPSurgeryLoc. anno.=false, Loc. FT=false, fps=38.472023.12 | 47.8 | |
| MagicSegzero-shot=true2026.03 | 45.6 | |
| MaskCLIPLoc. anno.=false, Loc. FT=false, fps=42.432023.12 | 42 | |
| MaskCLIPzero-shot=true2026.03 | 42 | |
| GroupViTLoc. anno.=true, Loc. FT=false, fps=24.612023.12 | 36.5 | |
| GroupViTzero-shot=true2026.03 | 36.5 | |
| SegCLIPLoc. anno.=true, Loc. FT=false, fps=21.392023.12 | 32.1 | |
| SegCLIPzero-shot=true2026.03 | 32.1 | |
| CLIPLoc. anno.=false, Loc. FT=false, fps=42.12023.12 | 27.6 | |
| CLIPzero-shot=true2026.03 | 27.6 | |
| OVSegLoc. anno.=true, Loc. FT=true, fps=1.412023.12 | 22.5 | |
| OVSegzero-shot=true2026.03 | 22.5 |