ClaimBench leaderboard

ClaimBench (ClaimBench v1 (Vals AI)) is an external benchmark published by ClaimBench leaderboard and methodology. Vals AI finance benchmark that asks whether a 10-K excerpt supports a claim, contradicts it, or says nothing about it. It compares small decision models with frontier language models. Its evaluation set is described by the source as 1,960 claims. The source rates its difficulty as claim verification against SEC 10-K excerpts.

Each model's result is published by ClaimBench leaderboard and methodology as three-label classification accuracy. ModelScale prints that value to 2 decimal places, exactly as published, and never converts or rescales it. This page ranks the 0 models that carry a published value, highest value first; a model the source never scored is left out rather than ranked at zero. The source does not state whether a higher value is the better result, so neither does this page.