Fine-grained Understanding on UHR-Micro (test)
64.32OC ScoreMAP-Agent
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAP-Agentbase_model=Qwen3-VL-8B2026.05 | 64.32 | 38.07 | 41.29 | 17.86 | 40.38 | |
| MAP-Agentbase_model=InternVL3.5-8B2026.05 | 62.09 | 30.96 | 18.4 | 10.92 | 30.59 | |
| Qwen2.5-VL-7B2026.05 | 58.83 | 30.05 | 10.25 | 7.05 | 26.55 | |
| DeepEyes2026.05 | 57.12 | 29.44 | 2.37 | 2.54 | 22.87 | |
| Gemini-2.5-Pro2026.05 | 55.57 | 35.53 | 4.93 | 2 | 24.51 | |
| Qwen3-VL-235B2026.05 | 55.06 | 36.55 | 27 | 8.95 | 31.89 | |
| InternVL3.5-38B2026.05 | 54.37 | 28.93 | 22.9 | 4.8 | 27.75 | |
| Qwen3-VL-8B2026.05 | 51.97 | 31.09 | 13.94 | 4.6 | 25.4 | |
| Qwen3-VL-30B2026.05 | 51.97 | 30.96 | 23.86 | 10.67 | 29.37 | |
| Qwen2-VL-7B2026.05 | 50.94 | 25.89 | 10.56 | 5.01 | 23.1 | |
| GPT-5.22026.05 | 50.09 | 30.96 | 5.74 | 1.83 | 22.16 | |
| InternVL3.5-8B2026.05 | 49.06 | 25.38 | 13.96 | 4.58 | 23.24 | |
| GeoChat2026.05 | 47.17 | 26.9 | 4.79 | 3.28 | 20.54 | |
| GeoLLaVa-8k2026.05 | 30.53 | 30.96 | 0 | 0 | 15.37 | |
| Claude 3.7 Sonnet2026.05 | 26.59 | 30.46 | 3.13 | 3.39 | 15.89 | |
| GeoEyes2026.05 | 1.72 | 0 | 1.18 | 1.71 | 1.15 |