A new roadside-traffic video benchmark unifies multiple-choice QA, referred object captioning, and spatio-temporal grounding, with a Qwen baseline showing open models still struggle on spatial reasoning.
Described spatial-temporal video detection, 2024
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TUMTraffic-VideoQA: A Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes
A new roadside-traffic video benchmark unifies multiple-choice QA, referred object captioning, and spatio-temporal grounding, with a Qwen baseline showing open models still struggle on spatial reasoning.