Key Information Extraction on Kleister-NDA (test)
0.881Entity F1ERNIE-Layout_large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ERNIE-Layout_largeModel Size=Large2022.10 | 0.881 | — | |
| DocFormer_largeModel Size=Large2022.10 | 0.858 | — | |
| LayoutLMv2_largeModel Size=Large2022.10 | 0.852 | — | |
| LayoutLM_largeModel Size=Large2022.10 | 0.834 | — | |
| UniLMv2_largeModel Size=Large2022.10 | 0.818 | — | |
| BERT_largeModel Size=Large2022.10 | 0.791 | — | |
| ERNIE-LayoutModel scale=base2022.10 | — | 0.874 | |
| LayoutLMModel scale=base2022.10 | — | 0.827 | |
| LayoutLMv2Model scale=base2022.10 | — | 0.833 |