Entity Linking on XFUND (test)
92.31F1 ScoreESP
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ESPParameters=50M, Pretrain Data Size=0.9M2023.03 | 92.31 | — | — | — | — | — | — | — | |
| ESPmultilingual model=false2023.03 | 88.1 | 90.8 | 85.2 | 90.9 | 90 | 85.2 | 86.2 | 88.1 | |
| LiLT_BASEPretrain Data Size=11M2023.03 | 81.25 | — | — | — | — | — | — | — | |
| LiLTbackbone=InfoXLM2023.03 | 68.5 | 72.9 | 70.4 | 71.9 | 69.7 | 70.4 | 65.6 | 58.7 | |
| XYLayout_BASEParameters=345M + α, Pretrain Data Size=30M2023.03 | 67.79 | — | — | — | — | — | — | — | |
| LayoutXLMlanguage-specific fine-tuning=true2023.03 | 65.6 | 70.7 | 69.6 | 68.9 | 63.5 | 64.2 | 65.5 | 57.2 | |
| ROBERTa2023.03 | 50.7 | 51.1 | 58 | 52.9 | 49.7 | 53.1 | 50.4 | 39.8 | |
| RoBERTa_BASEParameters=125M + α2023.03 | 47.69 | — | — | — | — | — | — | — |