Relation Extraction on CORD
98.6F1 ScoreLayoutLMv3_LARGE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LayoutLMv3_LARGE# Params=357M, Entity Marker (EM)=true, Bounding Boxes Ordering (BBO)=true2024.04 | 98.6 | — | — | |
| LayoutLMv3_LARGE# Params=357M, Entity Marker (EM)=true, Bounding Boxes Ordering (BBO)=true, Restriction on the Selection of Fathers (RSF)=true2024.04 | 98.48 | — | — | |
| GeoLayoutLM# Params=399M2024.04 | 97.35 | — | — | |
| LayoutLMv3_LARGE# Params=357M, Entity Extraction Joint Fine-tuning (EEF)=true, Bounding Boxes Ordering (BBO)=true2024.04 | 97.14 | — | — | |
| LayoutLMv3_LARGE# Params=357M2024.04 | 96.92 | — | — | |
| LayoutLMv3_LARGE# Params=357M, Entity Extraction Joint Fine-tuning (EEF)=true, Bounding Boxes Ordering (BBO)=true, Restriction on the Selection of Fathers (RSF)=true2024.04 | 96.91 | — | — | |
| BROS_LARGE#Params=340M2023.04 | — | — | 97.4 | |
| GeoLayoutLM#Params=399M2023.04 | — | 100 | 99.45 | |
| LayoutLMv2_LARGE#Params=426M2023.04 | — | — | 97.29 | |
| LayoutLMv3_LARGE#Params=357M2023.04 | — | 99.64 | 98.28 |