Multimodal Reasoning on VisualPuzzles (OOD)
33.9Overall AccuracyAMVL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AMVLSize=7B2026.07 | 33.9 | 32.44 | 27.96 | 52.5 | 28.23 | 30.77 | |
| Deepeyes2026.07 | 32.96 | 37.79 | 27.01 | 41 | 26.79 | 27.01 | |
| Qwen2.5-VL-7BSize=7B2026.07 | 32.71 | 37.02 | 21.8 | 47.5 | 26.32 | 21.8 | |
| Pangea-7BSize=7B2026.07 | 31.3 | 32.4 | 23.7 | 38.5 | 28.7 | 32.5 | |
| LLaVA-OneVision-72BSize=72B2026.07 | 30.8 | 34.7 | 26.5 | 37 | 27.3 | 28.7 | |
| LVR2026.07 | 27.74 | 28.63 | 23.22 | 36 | 28.23 | 24.12 |