AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs

no code implementations • 29 Jul 2024 • Muhammad Arbab Arshad, Talukder Zaki Jubery, Tirtho Roy, Rim Nassiri, Asheesh K. Singh, Arti Singh, Chinmay Hegde, Baskar Ganapathysubramanian, Aditya Balu, Adarsh Krishnamurthy, Soumik Sarkar

Plant stress phenotyping traditionally relies on expert assessments and specialized models, limiting scalability in agriculture.

Few-Shot Learning In-Context Learning