Visual realism in video generation doesn't guarantee scientific correctness: models that look good often fail at capturing accurate scientific and causal dynamics, a gap that needs targeted evaluation and improvement.
Sci-VBench is a benchmark with 1,253 expert-annotated examples for evaluating how well AI models generate videos that require scientific knowledge and reasoning across 60 subjects in science, healthcare, humanities, and engineering.