Introduces a benchmark dataset for data snapshot extraction focused on semantically meaningful analytical artifacts in institutional documents and shows open-source layout models struggle to generalize from academic benchmarks.
Roberta Rocca, Nicol `o Tamagnone, Selim Fekih, Ximena Contla, and Navid Rekabsaz
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Benchmarking Open-Source Layout Detection Models for Data Snapshot Extraction from Institutional Documents
Introduces a benchmark dataset for data snapshot extraction focused on semantically meaningful analytical artifacts in institutional documents and shows open-source layout models struggle to generalize from academic benchmarks.