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ResearchFormerly WizWand

User preference prediction on Book Pref (test)

73.2AccuracyEP+SEM_CRIT
51.15256.87662.668.324Oct 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
EP+SEM_CRITModel=gpt-5-2025-08-072025.1073.2
EP+SEM_CRITModel=gpt-5-2025-08-072025.1073.2
EP_LABELModel=gpt-5-2025-08-072025.1071.2
EP_LABELModel=gpt-5-2025-08-072025.1071.2
EP_CRITModel=gpt-5-2025-08-072025.1070
EP_CRITModel=gpt-5-2025-08-072025.1070
EP+SEM_CRITModel=gpt-4o-mini-2024-07-182025.1066.8
EP+SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.1066.4
SEM_CRITModel=gpt-5-2025-08-072025.1065.6
SEM_CRITModel=gpt-5-2025-08-072025.1065.6
EP_CRITModel=gpt-4o-mini-2024-07-182025.1064.8
EP_CRITModel=qwen3-235b-a22b-instruct-25072025.1063.6
EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.1062
EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1062
EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.1062
EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1062
EP+SEM_CRITModel=llama-4-scout2025.1061.6
EP_CRITModel=llama-4-scout2025.1060.8
SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.1060.4
SEM_CRITModel=gpt-oss-20b2025.1060
SEM_CRITModel=gpt-oss-20b2025.1060
EP+SEM_CRITModel=gpt-oss-20b2025.1059.6
EP+SEM_CRITModel=gpt-oss-20b2025.1059.6
SEM_CRITModel=llama-4-scout2025.1059.2
SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1058.8
SEM_CRITModel=gpt-4o-mini-2024-07-182025.1058.8
EP_LABELModel=qwen3-235b-a22b-instruct-25072025.1058.8
SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1058.8
EP_CRITModel=gpt-oss-20b2025.1058.4
EP_CRITModel=gpt-oss-20b2025.1058.4
EP_LABELModel=gpt-4o-mini-2024-07-182025.1058
EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.1057.6
EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.1057.6
zero_shotModel=llama-4-scout2025.1056.8
zero_shotModel=gpt-oss-20b2025.1056.4
zero_shotModel=gpt-oss-20b2025.1056.4
EP_LABELModel=gpt-oss-20b2025.1055.6
zero_shotModel=gpt-4o-mini-2024-07-182025.1055.6
EP_LABELModel=gpt-oss-20b2025.1055.6
zero_shotModel=qwen3-235b-a22b-instruct-25072025.1054.8
EP_LABELModel=llama-4-scout2025.1054.4
zero_shotModel=qwen3-vl-235b-a22b-thinking2025.1053.6
zero_shotModel=qwen3-vl-235b-a22b-thinking2025.1053.6
zero_shotModel=gpt-5-2025-08-072025.1052
zero_shotModel=gpt-5-2025-08-072025.1052