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Hallucination Detection on PubmedQA

88F1 Score

LatentAudit

Updated 11d ago

Evaluation Results

Method	Links
LatentAudit 2026.04		88	-	94.8
GPT-4o Judge 2026.04		87	-	94.8
GPT-4o Judge 2026.04		87	-	94.8
GPT-4o Judge 2026.04		87	-	94.8
GPT-4o Judge 2026.04		87	-	94.8
GPT-4o Judge 2026.04		87	-	94.8
LatentAudit 2026.04		87	-	94.2
LatentAudit 2026.04		86	-	93.1
LatentAudit 2026.04		86	-	93.8
LatentAudit 2026.04		85	-	92.5
INSIDE 2026.04		84	-	90.8
INSIDE 2026.04		83	-	90.3
INSIDE 2026.04		83	-	90.5
INSIDE 2026.04		82	-	89.9
INSIDE 2026.04		82	-	89.5
SAPLMA 2026.04		82	-	88.2
HalluClean 2025.11		81.7	81	-
SelfCheckGPT 2026.04		81	-	87.1
SAPLMA 2026.04		81	-	87.8
SAPLMA 2026.04		81	-	88
SelfCheckGPT 2026.04		80	-	86.2
SelfCheckGPT 2026.04		80	-	86.9
SAPLMA 2026.04		80	-	87.2
SAPLMA 2026.04		80	-	87
SelfCheckGPT 2026.04		79	-	85.5
SelfCheckGPT 2026.04		79	-	85.8
DeepSeek-R1 2025.11		76.4	79	-
DeepSeek-V3 2025.11		71	77.5	-
Min-Perplexity 2026.04		70	-	72.2
Min-Perplexity 2026.04		69	-	71.8
Min-Perplexity 2026.04		69	-	72
GPT-4o-mini 2025.11		68.7	74.5	-
Min-Perplexity 2026.04		68	-	71.5
Min-Perplexity 2026.04		68	-	71.2
Llama-3-70B 2025.11		16.5	54.5	-
GPT-3.5-turbo 2025.11		7.7	52	-