Video-HOCA: A Diagnostic Benchmark for Physical Anomaly Reasoning in Video-LLMs

Chang Liu, Yunfan Ye, Qingyang Zhou +5

We introduce Video-HOCA, a diagnostic benchmark for physical anomaly reasoning in videos. Video-HOCA uses an Ontological-Causal taxonomy to distinguish violations of an entity's ow…