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Vision-Language Reasoning on UHR-Micro (test)

44.1Average ScoreMAP-Agent
7.4416.957526.47535.9925May 12, 2026

Evaluation results

MethodLinks
MAP-Agentbase_model=Qwen3-VL-8B2026.0544.1
Qwen3-VL-235B2026.0532.83
Qwen3-VL-30B2026.0531.51
MAP-Agentbase_model=InternVL3.5-8B2026.0528.75
Qwen3-VL-8B2026.0527.99
Gemini-2.5-Pro2026.0527.46
DeepEyes2026.0526.01
Qwen2.5-VL-7B2026.0524.78
GPT-5.22026.0524.76
InternVL3.5-38B2026.0521.21
InternVL3.5-8B2026.0520.44
Qwen2-VL-7B2026.0519.35
GeoChat2026.0517.17
Claude 3.7 Sonnet2026.0515.37
GeoEyes2026.059.53
GeoLLaVa-8k2026.058.85