LogiScope-VQA: Benchmarking Vision-Language Models for Logistics Hazard Identification in Industrial Scenarios
The unique challenge of jointly integrating perception, understanding, and reasoning for hazard identification poses substantial headroom for further improvement on LogiScope-VQA, and reveals the pervasive security bias issue that impedes LLMs'practical deployment in real-world settings.
Hanjing Zhou, Ming-Ze Yin, Ying Lian et al.
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