Information Extraction on FUNSD v1 (test)
92.08F1 ScoreLayoutLMv3large
Evaluation results
| Method | Links | |
|---|---|---|
| LayoutLMv3largeModality=V+T+L2022.12 | 92.08 | |
| UDOPModality=V+T+L2022.12 | 91.62 | |
| UDOP-DualModality=V+T+L2022.12 | 91.2 | |
| LILTModality=T+L2022.12 | 88.41 | |
| UDocModality=V+T+L2022.12 | 87.93 | |
| StructuralLMlargeModality=T+L2022.12 | 85.14 | |
| FormNetModality=T+L2022.12 | 84.69 | |
| DocFormerlargeModality=V+T+L2022.12 | 84.55 | |
| BROSlargeModality=T+L2022.12 | 84.52 | |
| LayoutLMv2largeModality=V+T+L2022.12 | 84.2 | |
| SelfDocModality=V+T+L2022.12 | 83.36 | |
| LayoutLMlargeModality=T+L2022.12 | 77.89 | |
| BERTlargeModality=T2022.12 | 65.63 |