2026
PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies
ICLR 2026poster
Large Multimodal Models (LMMs) are increasingly applied to scientific research, yet it remains unclear whether they can reliably understand and reason over the multimodal complexity of papers. A central challenge lies in detecting and resolving inconsistencies across text, figures, tables, and equat…