Semantic Entity Recognition on XFUN v1 (test)
82.04XFUN Avg. F1XYLayoutLM
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| XYLayoutLM2022.03 | 82.04 | 91.76 | 80.57 | 76.87 | 79.97 | 81.75 | 83.35 | 80.01 | |
| LayoutXLM2022.03 | 80.56 | 89.24 | 79.21 | 75.5 | 79.02 | 80.82 | 82.22 | 79.03 | |
| LayoutXLM+CPEPosition Embedding=CPE2022.03 | 80.47 | 87.76 | 79.09 | 75.51 | 79.08 | 80.63 | 82.27 | 78.98 | |
| InfoXLM2022.03 | 72.07 | 88.68 | 78.65 | 62.3 | 70.15 | 67.51 | 70.63 | 70.08 | |
| XLM-RoBERTa2022.03 | 70.47 | 87.74 | 77.61 | 61.05 | 67.43 | 66.87 | 68.14 | 68.18 |