Claim Verification

Benchmarks

Dataset Name	SOTA Method	Metric
9-dataset aggregate retrieval-free setting (test)	GPT-4.1	ROC-AUC84	70	2mo ago
Med Claim		Accuracy85	56	26d ago
PerplexityAI (test)	DYDECOMP	Verification Confidence82.3	52	3mo ago
Strategy Claim		Accuracy77	49	26d ago
Truthful Claim	ArgLLM	Accuracy81	49	26d ago
ChartCheck	MEVER	Macro F10.643	38	3mo ago
AIChartClaim	MEVER	Macro F171.6	38	3mo ago
MR2	MEVER	Macro F177.7	32	3mo ago
Mocheg	MEVER	Macro F149.7	32	3mo ago
HoVer (test)	TOME-2	Accuracy73.1	31	2mo ago
SciTab-OD		Macro F177	28	1mo ago
AVeriTeC Retrieved (I) (dev)	DebateCV	Accuracy73.6	28	1mo ago
AVeriTeC Retrieved (H) (dev)	DebateCV	Accuracy72.8	28	1mo ago
AVeriTeC Golden (dev)	DebateCV	Accuracy83.4	28	1mo ago
FactKG (test)	SimGRAG	Average Accuracy86.8	20	3mo ago
PrimeFacts Five Class	Llama-3.3-70B	Macro F1 Score42	19	26d ago
PrimeFacts Two Class	Llama-3.3-70B	Macro F181	19	26d ago
DIALFACT (val)	Aug-WoW	Accuracy70.4	18	3mo ago
DIALFACT (test)	Aug-WoW	Accuracy69.2	18	3mo ago
SemTab	MACE	Micro F190	14	1mo ago
AmbiguousSnopes	CO-FACTCHECKER	Precision39	14	1mo ago
ExClaim	CO-FACTCHECKER	Precision (P)34	14	1mo ago
Claim verification dataset	GEMINI + DACLR	Precision74.92	12	6d ago
FinDVer (test)		Accuracy76	12	1mo ago
FinDVer mini (test)	Qwen-2.5	Accuracy76	12	1mo ago

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