A 3B-parameter vision transformer pre-trained on 100M MODIS top-of-atmosphere images reports higher 3D cloud retrieval accuracy than a simple baseline, but the comparison is not yet rigorous.
Satmae: Pre-training transformers for temporal and multi-spectral satellite imagery
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SatVision-TOA: A Geospatial Foundation Model for Coarse-Resolution All-Sky Remote Sensing Imagery
A 3B-parameter vision transformer pre-trained on 100M MODIS top-of-atmosphere images reports higher 3D cloud retrieval accuracy than a simple baseline, but the comparison is not yet rigorous.