MuSciClaims provides 1,515 claim-figure pairs across physics, chemistry, and biology and shows that even the best vision-language models only reach 0.72 F1 on claim verification.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
MuSciClaims: Multimodal Scientific Claim Verification
MuSciClaims provides 1,515 claim-figure pairs across physics, chemistry, and biology and shows that even the best vision-language models only reach 0.72 F1 on claim verification.