TSVer: A Benchmark for Fact Verification Against Time-Series Evidence

ArXi:2511.01101v2 Announce Type: replace Reasoning over temporal and numerical data, such as time series, is a crucial aspect of fact-checking. While many systems have recently been developed to handle this form of evidence, their evaluation remains limited by existing datasets, which often lack structured evidence, provide insufficient justifications for verdicts, or rely on synthetic claims. In this paper, we