Part-of-Speech tagging on XGLUE 1.0 (test)
68.6AR AccuracyUnicoder
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unicodersetting=fine-tuned2022.04 | 68.6 | 88.5 | 92 | 88.3 | 96.1 | 89.1 | 89.4 | 69.9 | 92.5 | 88.9 | 83.6 | 89.8 | 86.7 | 57.6 | 75 | 59.8 | 56.3 | 60.2 | 79.6 | |
| XLM-Rbasesetting=fine-tuned2022.04 | 67.3 | 88.8 | 92.2 | 88.2 | 96.2 | 89 | 89.9 | 74.5 | 92.6 | 88.5 | 85.4 | 89.7 | 86.9 | 57.9 | 72.7 | 62.1 | 55.2 | 60.4 | 79.8 | |
| M-BERTbasesetting=fine-tuned2022.04 | 52.4 | 85 | 88.7 | 81.5 | 95.6 | 86.8 | 87.6 | 58.4 | 91.3 | 88 | 81.8 | 88.3 | 78.8 | 43.3 | 69.2 | 53.8 | 54.3 | 58.3 | 74.7 | |
| mGPT1.3Bshot=4-shot2022.04 | 16.5 | 24.5 | 30.6 | 20.9 | 40 | 24.3 | 27 | 16.2 | 25.4 | 28.8 | 28.3 | 24.6 | 29.4 | 12.9 | 30.4 | 15 | 25.6 | 19.5 | 24.4 | |
| mGPT13Bshot=4-shot2022.04 | 11.7 | 21.8 | 26.8 | 16.1 | 36 | 22.2 | 25 | 12.3 | 26.5 | 26.5 | 24.2 | 21.8 | 21.8 | 9.5 | 26.8 | 12.7 | 21.5 | 12.5 | 20.9 | |
| Randomtype=baseline2022.04 | 6.5 | 6.5 | 6 | 5.2 | 4.4 | 5.7 | 5.5 | 6.7 | 6.6 | 6.6 | 5.9 | 4.7 | 6 | 6.4 | 6.8 | 1.2 | 7 | 7.1 | 5.8 |