Hard-negative Selectivity on SugarCrepe clean
88.41Attr. Neg. SelectivityGraSP-VL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GraSP-VL2026.05 | 88.41 | 96.54 | 0 | |
| NegCLIP2026.05 | 36.38 | 54.36 | — | |
| TripletCLIP2026.05 | 36.38 | 67.55 | — | |
| DeGLA2026.05 | 31.18 | 79.21 | — | |
| CLoVe2026.05 | 28.31 | 73.35 | — | |
| CLIP-CAE-AB2026.05 | 24.78 | 62.43 | — | |
| FG-CLIP2026.05 | 20.65 | 54.03 | — | |
| CE-CLIP2026.05 | 19.85 | 44.3 | — | |
| Frozen VLM2026.05 | 13.59 | 56.76 | 0 |