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Driving Hazard Explanation and Action Generation on Nexar BADAS-Reason n=887 (test)

0.612LossBADAS-Reason
0.53021.082351.63452.18665Apr 7, 2026

Evaluation results

MethodLinks
BADAS-ReasonModel=Qwen3-VL-4B-Instruct, Fine-tuning status=fine-tuned, Method=QLoRA2026.040.6121.8443.6
Baseline (Qwen3-VL-4B)Model=Qwen3-VL-4B, Fine-tuning status=Zero-shot2026.042.65714.2512.2