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Question Answering on GridWorld (full)

95Accuracy

MindZero

Updated 2d ago

Evaluation Results

Method	Links
MindZero 2026.05		95
MindZero 2026.05		92.3
Gemini-3-Pro 2026.05		83.7
Gemini-3-Flash 2026.05		68
ThoughtTracing 2026.05		64
ThoughtTracing 2026.05		57.3
AutoToM 2026.05		57.3
ThoughtTracing 2026.05		56.7
ThoughtTracing 2026.05		53
AutoToM 2026.05		52.3
GPT-5.2 2026.05		50.7
GPT-5.2 2026.05		50.7
ThoughtTracing 2026.05		50.3
AutoToM 2026.05		49.3
AutoToM 2026.05		47
Qwen3-VL-8B 2026.05		44.7
AutoToM 2026.05		44.7
Qwen3-VL-235B-A22B 2026.05		44.3
Qwen3-VL-8B 2026.05		43.3
Qwen3-VL-4B 2026.05		42.7
Qwen3-VL-235B-A22B 2026.05		39.3
Qwen3-VL-4B 2026.05		37.7