[HUGGINGFACE]score: 0.42
FairRSFM: A Biome-Aware Benchmark and Debiasing Framework for Remote Sensing Foundation Models
October 4, 2026
FairRSFM provides a biome-aware benchmark for evaluating remote sensing foundation models across 14 terrestrial biome classes mapped into six macro-groups. Testing Prithvi-EO-2.0, SatMAE, and DOFA reveals that aggregate metrics overlook systematic performance disparities across ecological regions in datasets like m-BigEarthNet and m-EuroSAT.
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