Lite ViT-Adapter with LoRA on Prithvi-EO reaches mAP@50 of 0.9479 for fallow detection, improving the baseline adapter-free approach by 25.70%.
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Adapting Prithvi-EO for Fallow Detection for Food-Water Nexus: ViT-Adapter Necks and Parameter-Efficient Backbone tuning of Geospatial Foundation Model
Lite ViT-Adapter with LoRA on Prithvi-EO reaches mAP@50 of 0.9479 for fallow detection, improving the baseline adapter-free approach by 25.70%.