2026
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge
ICML 2026poster
Current multimodal benchmarks often conflate reasoning with domain-specific knowledge, making it difficult to isolate and evaluate general reasoning abilities in non-expert settings. To address this, we introduce VisualPuzzles, a benchmark that targets visual reasoning while deliberately minimizing …