Image Understanding on MMStar 11 (test)
71.4Average ScorePolyV
Evaluation Results
| Method | Links | |
|---|---|---|
| PolyVBackbone=Qwen2.5-VL-7B2026.03 | 71.4 | |
| InternVL3-8BParameters=8B2026.03 | 68.2 | |
| LLaVA-OV-1.5-8BParameters=8B2026.03 | 67.7 | |
| GPT-4o2026.03 | 64.7 | |
| InternVL2.5-8BParameters=8B2026.03 | 62.8 | |
| Qwen2.5-VL-7BParameters=7B2026.03 | 62.5 | |
| LLaVA-OV-7BParameters=7B2026.03 | 61.7 | |
| Qwen3-VL-8BParameters=8B2026.03 | 55 | |
| SpaceR2026.03 | 53.6 | |
| Spatial-MLLM-4BParameters=4B2026.03 | 49.1 | |
| LLaVA-3D2026.03 | 31.7 |