MULTISEISMO: A Multimodal Seismic Dataset and Model for Cross-Modal Seismic Understanding

In three linesMultiSeismo is a multimodal seismic dataset of 16K+ events (2010-2023) integrating waveform recordings, intensity maps, geographical data, and textual metadata. Authors develop SeisModal, a specialized model based on Unified IO 2 with timeseries encoder, outperforming generic GMMs on multimodal seismic reasoning tasks.

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