Cryo-Bench: Benchmarking Foundation Models for Cryosphere Mapping

This research introduces Cryo-Bench, a new benchmark to test how Geo-Foundation Models (GFMs) perform on mapping icy environments like glaciers and sea ice, using diverse data and sensors. Testing shows GFMs adapt well to limited labels and different sensor types, proving they can create reliable maps even when pretraining data is sparse.

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