MARBLE claims near-90% accuracy for accident severity prediction by combining a machine learning model with specialized small language model agents and rule-based coordination, though the comparison to baselines is suspect.
Uncertainty-aware probabilistic graph neural networks for road-level traffic accident prediction,
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MARBLE: A Multi-Agent Rule-Based LLM Reasoning Engine for Accident Severity Prediction
MARBLE claims near-90% accuracy for accident severity prediction by combining a machine learning model with specialized small language model agents and rule-based coordination, though the comparison to baselines is suspect.