Compositional Zero-Shot Learning on VAW CZSL
1.4AUCPRPC
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PRPC2026.07 | 1.4 | 9.3 | 10.2 | 8.6 | 13.6 | 31.8 | |
| LLaVA-Next-7B2026.07 | 0.7 | 7 | 7.1 | 6.9 | 11.2 | 25.7 | |
| InternVL2-8B2026.07 | 0.6 | 6.2 | 7.4 | 5.3 | 10.9 | 24.1 | |
| Qwen3.0-VL-8B2026.07 | 0.6 | 6.1 | 5.8 | 6.5 | 9.9 | 23.1 | |
| DeepSeek-VL2-Tiny2026.07 | 0.4 | 4.6 | 4.4 | 5 | 9 | 22.5 | |
| Molmo-7B-D2026.07 | 0.3 | 4.5 | 5.1 | 4 | 8.9 | 20.7 | |
| CLIP2026.07 | 0.2 | 3.7 | 3.9 | 9.6 | 7.7 | 24 |