Agri-CPJ improves agricultural pest and disease diagnosis accuracy by 19-23 points and adds explainability through refined morphological captions and LLM judging without any model training.
Answer2: Disease explanation (symptoms, causes/etiology, disease cycle/epidemiology, conducive conditions)
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Agri-CPJ: A Training-Free Explainable Framework for Agricultural Pest Diagnosis Using Caption-Prompt-Judge and LLM-as-a-Judge
Agri-CPJ improves agricultural pest and disease diagnosis accuracy by 19-23 points and adds explainability through refined morphological captions and LLM judging without any model training.