SynCrash: A Multi-Stage Pipeline for Zero-Shot Accident Detection and Localization in Traffic Surveillance Video

arXiv:2608.29759 · cs.CV, cs.AI · Submitted 2026-08-30 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-08-30

Updated: 2026-08-30

Terminology

Benchmark — 9× in this paper · explained in 2 episodes
Domain Shift — 5× in this paper · explained in 4 episodes
Accuracy — 4× in this paper · explained in 1 episode
Decoupling — 4× in this paper · explained in 2 episodes
Optical Flow — 3× in this paper · explained in 2 episodes
Consistency — 2× in this paper · explained in 3 episodes
Grounding — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Temporal Reasoning — 2× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Computational overhead — 1× in this paper · explained in 2 episodes
Domain Adaptation — 1× in this paper · explained in 5 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Generalization — 1× in this paper · explained in 13 episodes
Transformer — 1× in this paper · explained in 2 episodes

Sources

AccidentBlip: Agent of Accident Warning based on MA-former

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