Named Entity Recognition on WikiAnn
93.7F1 Score
ByT5
Updated 20d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.05 | 93.7 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 92.6 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 92.2 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 91.8 | - | - | - | - | - | - | - | - | - | - | - | |
2023.04 | 91.8 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 91.6 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 91.54 | 91.08 | 92.01 | 97.08 | - | - | - | - | - | - | - | - | |
2021.05 | 91.3 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 90.6 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 90.34 | 90.48 | 90.2 | 96.18 | - | - | - | - | - | - | - | - | |
2024.01 | 90.2 | 90.5 | 89.9 | 95.93 | - | - | - | - | - | - | - | - | |
2024.01 | 90.12 | 89.83 | 90.41 | 96.53 | - | - | - | - | - | - | - | - | |
2024.01 | 89.93 | 90.76 | 89.12 | 95.84 | - | - | - | - | - | - | - | - | |
2021.05 | 89.7 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 88.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 87 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 86.4 | - | - | - | - | - | - | - | - | - | - | - | |
2023.04 | 85.13 | - | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 85.07 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 84.91 | - | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 84.69 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 83.47 | - | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 72.63 | - | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 70.6 | - | - | - | - | - | - | - | - | - | - | - | |
2023.04 | 70.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 70.6 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 69.2 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 67.7 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 65.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 64.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 64.47 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 62.9 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 62 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 61.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 58.9 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 58.5 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 57.6 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 55.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 55.4 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 50.5 | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | - | - | - | - | 85.4 | - | - | - | - | - | - | - | |
2024.03 | - | - | - | - | 87 | - | - | - | - | - | - | - | |
2025.07 | - | - | - | - | - | 52.3 | 67.7 | 64.94 | 74.99 | 60.23 | 48.18 | 61.39 | |
2025.07 | - | - | - | - | - | 63.56 | 76.15 | 68.34 | 78.21 | 63.01 | 51.47 | 66.79 | |
2025.07 | - | - | - | - | - | 63.8 | 75.06 | 67.59 | 78.06 | 61.21 | 48.31 | 65.67 | |
2025.07 | - | - | - | - | - | 63.07 | 76.12 | 68.3 | 77.94 | 62.26 | 51.74 | 66.57 | |
2025.07 | - | - | - | - | - | 63.96 | 76.23 | 67.55 | 77.99 | 62.24 | 48.13 | 66.02 | |
2025.07 | - | - | - | - | - | 63.73 | 75.45 | 68.25 | 78.01 | 61.97 | 52.02 | 66.55 |