streaming video

TRACE: Temporal Audit and Condition-aware Evaluation of Streaming Video Understandingarxiv.org

TRACE is a condition-aware benchmark for streaming video understanding that makes evidence timing and trigger conditions explicit, and measures answer quality, timeliness, workload, and reliability. Experiments on 1,240 records show that identical QA accuracy can hide large differences in completion, false alarms, and processing cost.