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Social Reasoning on ToMBench

78.34AccuracyO3
52.49659.205565.91572.6245Mar 10, 2026

Evaluation results

MethodLinks
O32026.0378.34
GPT-5Mode=COT2026.0378.3
GPT-52026.0378.23
GPT-4oMode=COT2026.0374.06
O3Mode=COT2026.0374.02
Distill-Llama-70B2026.0373.99
GPT-4o2026.0373.78
Qwen3-32B2026.0369.75
LLaMa3.1-70BMode=COT2026.0369.56
Qwen3-32BThinking=Disabled2026.0369.17
SocialR1-8BAblation=Full2026.0368.81
SocialR1-8BAblation=w/o Rlen2026.0368.62
SocialR1-8BAblation=only Rout2026.0368.5
SocialR1-8BAblation=w/o Rcont2026.0368.48
DeepSeek-R12026.0368.34
SocialR1-4BAblation=Full2026.0365.74
SocialR1-4BAblation=w/o Rstruct2026.0364.49
SocialR1-4BAblation=w/o Rcont2026.0364.49
SocialR1-8BAblation=w/o Rstruct2026.0364.49
SocialR1-4BAblation=w/o Rlen2026.0363.76
Qwen3-4B2026.0363.56
Qwen3-8B2026.0361.79
LLaMa3.1-70B2026.0360.36
SocialR1-4BAblation=only Rout2026.0359.29
Qwen3-4BThinking=Disabled2026.0357.7
Qwen3-8BThinking=Disabled2026.0353.49