Relation Extraction on XFUN v1 (test)
67.79Avg F1XYLayoutLM
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| XYLayoutLM2022.03 | 67.79 | 74.45 | 70.59 | 72.59 | 65.21 | 65.72 | 67.03 | 58.98 | |
| LayoutXLM2022.03 | 64.32 | 70.73 | 69.63 | 68.96 | 63.53 | 64.15 | 65.51 | 57.18 | |
| LayoutXLM+CPEPosition Embedding=CPE2022.03 | 63.99 | 70.59 | 69.68 | 68.12 | 62.38 | 63.99 | 64.74 | 57.23 | |
| InfoXLM2022.03 | 49.1 | 52.14 | 60 | 55.16 | 49.13 | 52.81 | 52.62 | 41.7 | |
| XLM-RoBERTa2022.03 | 47.69 | 51.05 | 58 | 52.95 | 49.65 | 53.05 | 50.41 | 39.82 |