Lot Machine: Multimodal Lot Extraction from Auction Catalogs
This work demonstrates that a VLM-based pipeline can successfully unlock historical auction catalogs for large-scale automated analysis, and benchmark the methods across different deployment modes ranging from commercial providers to locally hosted, quantized models.
Mathias Zinnen, Alisha Mund, Sabine Lang et al.
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