However, this improvement comes at the cost of a significant mTTA drop, approximately 1.5 s

indicate that after further training, both DSTA [8], UString [5] achieve higher AP, approaching 60 % · 2025

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cs.CV · 2025-05-23 · conditional · novelty 5.0

RARE reuses YOLO features and an attention ranking loss to predict dashcam accidents at 73.3 FPS with top accuracy on DAD and CCD benchmarks.

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Real-time Traffic Accident Anticipation with Feature Reuse cs.CV · 2025-05-23 · conditional · none · ref 7
RARE reuses YOLO features and an attention ranking loss to predict dashcam accidents at 73.3 FPS with top accuracy on DAD and CCD benchmarks.