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ResearchFormerly WizWand

Belief Prediction on ToM-BPD (test)

54.64Belief AccuracyTTBYS
16.36826.30436.2446.176May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TTBYSBackbone=Qwen-3-8B, Enhancement=TTBYS2026.0554.64
TTBYSBackbone=LLaMA-3.1-8B-Instruct, Enhancement=TTBYS2026.0543.62
Qwen-3-8B + MMBackbone=Qwen-3-8B, Enhancement=MM2026.0542.05
Qwen-3-8B + HMBackbone=Qwen-3-8B, Enhancement=HM2026.0541.21
Qwen-3-8B + CoTBackbone=Qwen-3-8B, Enhancement=CoT2026.0539.42
Qwen-3-8BBackbone=Qwen-3-8B, Enhancement=Basic2026.0538.64
TTBYSBackbone=Mixtral-7B-Instruct, Enhancement=TTBYS2026.0536.96
GPT-4o-mini + MMBackbone=GPT-4o-mini, Enhancement=MM2026.0531.96
GPT-5 + MMBackbone=GPT-5, Enhancement=MM2026.0531.74
LLaMA-3.1-8B-Instruct + MMBackbone=LLaMA-3.1-8B-Instruct, Enhancement=MM2026.0531.67
LLaMA-3.1-8B-Instruct + HMBackbone=LLaMA-3.1-8B-Instruct, Enhancement=HM2026.0530.8
GPT-4o-mini + HMBackbone=GPT-4o-mini, Enhancement=HM2026.0530.6
GPT-5 + HMBackbone=GPT-5, Enhancement=HM2026.0529.6
Gemini-3-pro-high + MMBackbone=Gemini-3-pro-high, Enhancement=MM2026.0529.28
Mixtral-7B-Instruct + MMBackbone=Mixtral-7B-Instruct, Enhancement=MM2026.0529.06
Gemini-3-pro-high + HMBackbone=Gemini-3-pro-high, Enhancement=HM2026.0527.9
LLaMA-3.1-8B-Instruct + CoTBackbone=LLaMA-3.1-8B-Instruct, Enhancement=CoT2026.0527.69
Mixtral-7B-Instruct + HMBackbone=Mixtral-7B-Instruct, Enhancement=HM2026.0526.8
LLaMA-3.1-8B-InstructBackbone=LLaMA-3.1-8B-Instruct, Enhancement=Basic2026.0525.67
Mixtral-7B-Instruct + CoTBackbone=Mixtral-7B-Instruct, Enhancement=CoT2026.0524.13
GPT-4o-mini + CoTBackbone=GPT-4o-mini, Enhancement=CoT2026.0523.41
Mixtral-7B-InstructBackbone=Mixtral-7B-Instruct, Enhancement=Basic2026.0522.86
GPT-5 + CoTBackbone=GPT-5, Enhancement=CoT2026.0522.68
GPT-5Backbone=GPT-5, Enhancement=Basic2026.0521.84
GPT-4o-miniBackbone=GPT-4o-mini, Enhancement=Basic2026.0521.45
Gemini-3-pro-high + CoTBackbone=Gemini-3-pro-high, Enhancement=CoT2026.0518.34
Gemini-3-pro-highBackbone=Gemini-3-pro-high, Enhancement=Basic2026.0517.84