Cross-lingual Question Answering on MLQA
84.5F1 (en)INFOXLM
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| INFOXLMSize=LARGE2020.12 | 84.5 | 71.6 | 75.1 | 57.3 | 71.2 | 56.2 | 67.6 | 47.6 | 72.5 | 54.2 | 75.2 | 54.1 | 69.2 | 45.4 | 73.6 | 55.2 | |
| ERNIE-MSize=LARGE2020.12 | 84.4 | 71.5 | 74.8 | 56.6 | 70.8 | 55.9 | 67.4 | 47.2 | 72.6 | 54.7 | 75 | 53.7 | 71.1 | 47.5 | 73.7 | 55.3 | |
| ERNIE-MSize=Base2020.12 | 81.6 | 68.5 | 70.9 | 52.6 | 65.8 | 50.7 | 61.8 | 41.9 | 65.4 | 47.5 | 70 | 49.2 | 65.6 | 41 | 68.7 | 50.2 | |
| INFOXLMSize=Base2020.12 | 81.3 | 68.2 | 69.9 | 51.9 | 64.2 | 49.6 | 60.1 | 40.9 | 65 | 47.5 | 70 | 48.6 | 64.7 | 41.2 | 67.9 | 49.7 | |
| XLM-RSize=LARGE2020.12 | 80.6 | 67.8 | 74.1 | 56 | 68.5 | 53.6 | 63.1 | 43.5 | 62.9 | 51.6 | 71.3 | 50.9 | 68 | 45.4 | 70.7 | 52.7 | |
| mBERTSize=Base2020.12 | 77.7 | 65.2 | 64.3 | 46.6 | 57.9 | 44.3 | 45.7 | 29.8 | 43.8 | 29.7 | 57.1 | 38.6 | 57.5 | 37.3 | 57.7 | 41.6 | |
| XLM-RSize=Base2020.12 | 77.1 | 64.6 | 67.4 | 49.6 | 60.9 | 46.7 | 54.9 | 36.6 | 59.4 | 42.9 | 64.5 | 44.7 | 61.8 | 39.3 | 63.7 | 46.3 | |
| XLMSize=Base2020.12 | 74.9 | 62.4 | 68 | 49.8 | 62.2 | 47.6 | 54.8 | 36.3 | 48.8 | 27.3 | 61.4 | 41.8 | 61.1 | 39.6 | 61.6 | 43.5 |