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ResearchFormerly WizWand

Desire Prediction on ToM-BPD (test)

72.82Desire AccuracyTTBYS
32.873643.244353.61563.9857May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TTBYSBackbone=Qwen-3-8B, Enhancement=TTBYS2026.0572.82
Gemini-3-pro-highBackbone=Gemini-3-pro-high, Enhancement=Basic Prompting2026.0572.26
GPT-5Backbone=GPT-5, Enhancement=Basic Prompting2026.0571.62
TTBYSBackbone=Mixtral-7B-Instruct, Enhancement=TTBYS2026.0571.44
GPT-5 + CoTBackbone=GPT-5, Enhancement=CoT2026.0570.91
Gemini-3-pro-high + CoTBackbone=Gemini-3-pro-high, Enhancement=CoT2026.0570.68
TTBYSBackbone=LLaMA-3.1-8B-Instruct, Enhancement=TTBYS2026.0569.43
GPT-5 + MMBackbone=GPT-5, Enhancement=MM2026.0569.33
Gemini-3-pro-high + HMBackbone=Gemini-3-pro-high, Enhancement=HM2026.0568.84
GPT-5 + HMBackbone=GPT-5, Enhancement=HM2026.0568.33
GPT-4o-mini + CoTBackbone=GPT-4o-mini, Enhancement=CoT2026.0566.33
Gemini-3-pro-high + MMBackbone=Gemini-3-pro-high, Enhancement=MM2026.0566.33
LLaMA-3.1-8B-Instruct + MMBackbone=LLaMA-3.1-8B-Instruct, Enhancement=MM2026.0566.33
Qwen-3-8B + HMBackbone=Qwen-3-8B, Enhancement=HM2026.0565.84
GPT-4o-miniBackbone=GPT-4o-mini, Enhancement=Basic Prompting2026.0565.82
GPT-4o-mini + MMBackbone=GPT-4o-mini, Enhancement=MM2026.0565.15
GPT-4o-mini + HMBackbone=GPT-4o-mini, Enhancement=HM2026.0564.87
Qwen-3-8B + MMBackbone=Qwen-3-8B, Enhancement=MM2026.0564.33
Mixtral-7B-Instruct + HMBackbone=Mixtral-7B-Instruct, Enhancement=HM2026.0560.22
Mixtral-7B-Instruct + MMBackbone=Mixtral-7B-Instruct, Enhancement=MM2026.0559.7
LLaMA-3.1-8B-Instruct + HMBackbone=LLaMA-3.1-8B-Instruct, Enhancement=HM2026.0554.14
Qwen-3-8B + CoTBackbone=Qwen-3-8B, Enhancement=CoT2026.0550.9
Qwen-3-8BBackbone=Qwen-3-8B, Enhancement=Basic Prompting2026.0550.43
Mixtral-7B-InstructBackbone=Mixtral-7B-Instruct, Enhancement=Basic Prompting2026.0545.64
Mixtral-7B-Instruct + CoTBackbone=Mixtral-7B-Instruct, Enhancement=CoT2026.0544.1
LLaMA-3.1-8B-Instruct + CoTBackbone=LLaMA-3.1-8B-Instruct, Enhancement=CoT2026.0536.25
LLaMA-3.1-8B-InstructBackbone=LLaMA-3.1-8B-Instruct, Enhancement=Basic Prompting2026.0534.41