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Accident Understanding on ACCIDENT@CVPR 2026 (Public)

38.52LB ScoreThree-stage pipeline
26.684829.757432.8335.9026Jun 10, 2026

Evaluation results

MethodLinks
Three-stage pipelineTemporal=PE δ-window, Classification=entropy-gated pairwise, Spatial=OWL-v2 type+scene conditioned2026.0638.52
Baseline BType=Rule-based, Time=quarter-clip, Spatial=frame center2026.0631.07
Baseline AType=Rule-based, Time=mid-clip, Spatial=frame center2026.0627.14