OpenCodePapers

key-information-extraction-on-sroie

Key Information Extraction
Dataset Link
Results over time
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Leaderboard
PaperCodeF1AccuracyModelNameReleaseDate
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding✓ Link97.81LayoutLMv2LARGE (Excluding OCR mismatch)2020-12-29
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding✓ Link96.97RORE (GeoLayoutLM)2024-09-29
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding✓ Link96.61LayoutLMv2LARGE2020-12-29
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding✓ Link96.25LayoutLMv2BASE2020-12-29
LAPDoc: Layout-Aware Prompting for Documents77.0ChatGPT 3.5 SpatialFormat2024-02-15