Relation Extraction on FUNSD (F1)
90.81F1 ScoreLayoutLMv3_LARGE
Evaluation results
| Method | Links | |
|---|---|---|
| LayoutLMv3_LARGE# Params=357M, Entity Marker (EM)=true, Bounding Boxes Ordering (BBO)=true, Restriction on the Selection of Fathers (RSF)=true2024.04 | 90.81 | |
| LayoutLMv3_LARGE# Params=357M, Entity Marker (EM)=true, Bounding Boxes Ordering (BBO)=true2024.04 | 89.69 | |
| 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 | 89.64 | |
| GeoLayoutLM# Params=399M2024.04 | 89.45 | |
| LayoutLMv3_LARGE# Params=357M, Entity Extraction Joint Fine-tuning (EEF)=true, Bounding Boxes Ordering (BBO)=true2024.04 | 88.16 | |
| LayoutLMv3_LARGE# Params=357M2024.04 | 82.38 | |
| BROS_LARGE# Params=340M2024.04 | 77.01 | |
| LayoutLMv2_LARGE# Params=426M2024.04 | 70.57 | |
| SERA2024.04 | 65.96 | |
| LayoutLM_LARGE# Params=343M2024.04 | 42.83 | |
| StrucTexT# Params=107M2024.04 | 42.83 | |
| BERT_LARGE# Params=340M2024.04 | 29.11 |