2026
CPJ: Explainable Agricultural Pest Diagnosis via Caption–Prompt–Judge with LLM-Judged Refinement
ICASSP 2026poster
Accurate and interpretable crop disease diagnosis is essential for agricultural decision-making, yet existing methods often rely on costly supervised fine-tuning and perform poorly under domain shifts. We propose Caption--Prompt--Judge (CPJ), a training-free few-shot framework that enhances Agri-Pes…