PlantMicro benchmark shows current VLMs achieve low accuracy (e.g. GPT-5 at 34.93% on pathogen classification) on fine-grained microscopic plant image tasks.
Augment to segment: Tackling pixel-level im- balance in wheat disease and pest segmentation.arXiv preprint arXiv:2509.09961, 2025
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Benchmarking Vision-Language Models for Microscopic Plant Image Understanding
PlantMicro benchmark shows current VLMs achieve low accuracy (e.g. GPT-5 at 34.93% on pathogen classification) on fine-grained microscopic plant image tasks.