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ResearchFormerly WizWand

Fact Verification on PubMed (test)

73.6AccuracyEP+SEM_CRIT
59.45663.12866.870.472Oct 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
EP+SEM_CRITModel=gpt-5-2025-08-072025.1073.6
EP+SEM_CRITModel=gpt-5-2025-08-072025.1073.6
zero_shotModel=llama-4-scout2025.1072.4
EP_LABELModel=gpt-5-2025-08-072025.1071.2
EP_LABELModel=llama-4-scout2025.1071.2
EP_LABELModel=gpt-5-2025-08-072025.1071.2
EP+SEM_CRITModel=llama-4-scout2025.1070.8
zero_shotModel=gpt-5-2025-08-072025.1070
EP_CRITModel=llama-4-scout2025.1070
zero_shotModel=gpt-5-2025-08-072025.1070
EP_CRITModel=gpt-5-2025-08-072025.1069.2
SEM_CRITModel=gpt-5-2025-08-072025.1069.2
SEM_CRITModel=llama-4-scout2025.1069.2
EP_CRITModel=gpt-5-2025-08-072025.1069.2
SEM_CRITModel=gpt-5-2025-08-072025.1069.2
SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.1068.4
EP+SEM_CRITModel=gpt-oss-20b2025.1068
EP+SEM_CRITModel=gpt-oss-20b2025.1068
EP_LABELModel=qwen3-235b-a22b-instruct-25072025.1067.2
zero_shotModel=gpt-oss-20b2025.1066.8
zero_shotModel=qwen3-235b-a22b-instruct-25072025.1066.8
zero_shotModel=gpt-oss-20b2025.1066.8
EP_CRITModel=gpt-oss-20b2025.1066
EP_CRITModel=gpt-oss-20b2025.1066
EP_LABELModel=gpt-oss-20b2025.1064.8
zero_shotModel=qwen3-vl-235b-a22b-thinking2025.1064.8
EP+SEM_CRITModel=gpt-4o-mini-2024-07-182025.1064.8
EP_CRITModel=qwen3-235b-a22b-instruct-25072025.1064.8
EP+SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.1064.8
EP_LABELModel=gpt-oss-20b2025.1064.8
zero_shotModel=qwen3-vl-235b-a22b-thinking2025.1064.8
zero_shotModel=gpt-4o-mini-2024-07-182025.1064
EP_CRITModel=gpt-4o-mini-2024-07-182025.1063.2
EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.1062.8
EP_LABELModel=gpt-4o-mini-2024-07-182025.1062.8
EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.1062.8
EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.1062.4
EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.1062.4
EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1062
EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1062
SEM_CRITModel=gpt-4o-mini-2024-07-182025.1061.6
SEM_CRITModel=gpt-oss-20b2025.1060.4
SEM_CRITModel=gpt-oss-20b2025.1060.4
SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1060
SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.1060