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Social Reasoning on Hi-ToM

70.83AccuracySocialR1-8B
52.1156.9761.8366.69Mar 10, 2026

Evaluation results

MethodLinks
SocialR1-8BAblation=Full2026.0370.83
SocialR1-8BAblation=w/o Rstruct2026.0370.67
DeepSeek-R12026.0370.59
O32026.0370.33
SocialR1-8BAblation=w/o Rcont2026.0369.5
GPT-5Mode=COT2026.0367.5
O3Mode=COT2026.0366.5
SocialR1-4BAblation=Full2026.0365.83
SocialR1-4BAblation=w/o Rlen2026.0364
GPT-52026.0363.17
SocialR1-8BAblation=w/o Rlen2026.0362.67
SocialR1-8BAblation=only Rout2026.0362.33
GPT-4oMode=COT2026.0360.5
GPT-4o2026.0360.33
LLaMa3.1-70B2026.0359.83
LLaMa3.1-70BMode=COT2026.0358.5
SocialR1-4BAblation=w/o Rcont2026.0358.5
Qwen3-4BThinking=Disabled2026.0357
Qwen3-4B2026.0356.17
SocialR1-4BAblation=w/o Rstruct2026.0356.17
Qwen3-8BThinking=Disabled2026.0356
Qwen3-32B2026.0355.17
Qwen3-8B2026.0355
Qwen3-32BThinking=Disabled2026.0355
Distill-Llama-70B2026.0353.33
SocialR1-4BAblation=only Rout2026.0352.83