Grounding on UHR-Micro (test)
29.79GD ScoreMAP-Agent
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MAP-Agentbase_model=Qwen3-VL-8B2026.05 | 29.79 | 64.46 | 37.01 | 23.92 | 23.55 | 35.75 | |
| Qwen3-VL-235B2026.05 | 12.39 | 1.74 | 19.6 | 10.64 | 11.88 | 11.25 | |
| Qwen3-VL-30B2026.05 | 12.07 | 3.83 | 17.51 | 8.5 | 11.05 | 10.59 | |
| Gemini-2.5-Pro2026.05 | 8.24 | 26.47 | 7.65 | 4.1 | 11.36 | 11.56 | |
| Qwen3-VL-8B2026.05 | 6.76 | 0.27 | 15.07 | 5.41 | 4.05 | 6.31 | |
| MAP-Agentbase_model=InternVL3.5-8B2026.05 | 6.41 | 5.15 | 14.99 | 11.99 | 16.58 | 11.02 | |
| Claude 3.7 Sonnet2026.05 | 5.11 | 36.54 | 1.83 | 0.52 | 5.25 | 9.85 | |
| DeepEyes2026.05 | 4.23 | 9.17 | 3.3 | 2.55 | 6.76 | 5.2 | |
| GPT-5.22026.05 | 2.33 | 7.61 | 4.24 | 3.52 | 1.85 | 3.91 | |
| InternVL3.5-8B2026.05 | 1.87 | 0.15 | 5.34 | 1.31 | 0.51 | 1.83 | |
| InternVL3.5-38B2026.05 | 1.7 | 0.05 | 12.69 | 3.29 | 0.97 | 3.74 | |
| GeoChat2026.05 | 1.59 | 1.74 | 1.58 | 0.51 | 4.6 | 2 | |
| Qwen2.5-VL-7B2026.05 | 1.06 | 0.63 | 0.53 | 1.16 | 2.01 | 1.08 | |
| GeoLLaVa-8k2026.05 | 0.52 | 0 | 0 | 0 | 0 | 0.1 | |
| Qwen2-VL-7B2026.05 | 0.18 | 0.46 | 0.34 | 0.03 | 0.01 | 0.21 | |
| GeoEyes2026.05 | 0.11 | 0.62 | 0.26 | 0.21 | 0.5 | 0.34 |