Compositional Zero-Shot Learning on C-GQA
7.3AUCPRPC
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PRPC2026.07 | 7.3 | 24.2 | 22.7 | 23.5 | 30.6 | 40.5 | |
| Qwen3.0-VL-8B2026.07 | 5.2 | 21.8 | 18.9 | 20.2 | 27.7 | 36.5 | |
| InternVL2-8B2026.07 | 3.9 | 15.4 | 16.3 | 15.8 | 21.9 | 32.6 | |
| LLaVA-Next-7B2026.07 | 3.3 | 16.6 | 14.6 | 15.5 | 23.5 | 33.5 | |
| Molmo-7B-D2026.07 | 2.7 | 17.1 | 10.7 | 13.2 | 21.5 | 33.2 | |
| CLIP2026.07 | 1.4 | 7.5 | 25 | 8.6 | 13.9 | 30.2 | |
| DeepSeek-VL2-Tiny2026.07 | 0.6 | 7.4 | 5.4 | 6.2 | 10.9 | 24.1 |