Ruiran Su

ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts

Scientific fact-checking has largely focused on textual and tabular sources, neglecting scientific charts—a primary medium for conveying quantitative evidence and supporting statistical reasoning in research communication. We introduce ClimateViz, the first large-scale benchmark for scientific fact-