MELT and SALT match the two-modality SATCLIP baseline on four downstream tasks but show no consistent gains from extra modalities, indicating the location encoder itself is the bottleneck.
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Multi-Modal Contrastive Learning for Implicit Earth Embeddings via Location Tying
MELT and SALT match the two-modality SATCLIP baseline on four downstream tasks but show no consistent gains from extra modalities, indicating the location encoder itself is the bottleneck.