TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Natural Language Processing/Key Information Extraction/SROIE

Key Information Extraction on SROIE

Metric: F1 (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕F1▼Extra DataPaperDate↕Code
1LayoutLMv2LARGE (Excluding OCR mismatch)97.81NoLayoutLMv2: Multi-modal Pre-training for Visuall...2020-12-29Code
2RORE (GeoLayoutLM)96.97NoModeling Layout Reading Order as Ordering Relati...2024-09-29Code
3LayoutLMv2LARGE96.61NoLayoutLMv2: Multi-modal Pre-training for Visuall...2020-12-29Code
4LayoutLMv2BASE96.25NoLayoutLMv2: Multi-modal Pre-training for Visuall...2020-12-29Code