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Lot Machine: Benchmark of Historical German Auction Catalog Lots

Research datakeyboard_double_arrow_right Dataset Under curationPublisher:Zenodo
Authors: Zinnen, Mathias; Lang, Sabine; Mund, Alisha; Gorges, Thomas; Hüttner, Lukas; Christlein, Vincent;

doi: 10.5281/zenodo.21933460

Lot Machine: Benchmark of Historical German Auction Catalog Lots

Abstract

A benchmark dataset for Key Information Extraction (KIE) from historical auction catalogs. It provides 1,378 annotated auction lotsacross 152 pages from five German-language auction and sales catalogs (1908–1935), drawn from the (German Sales)[https://digi.ub.uni-heidelberg.de/germansales/] collection. Each lot is annotated with a structured, lot-level schema suitable for evaluating Vision-Language Models (VLMs) and other document-understanding systems.

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