Biomedical Entity Linking on XL-BEL 1.0 (test)
78.7EN Precision@1
SAPBERT
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.05 | 78.7 | 81.6 | 47.3 | 51.4 | 22.7 | 24.7 | 8.2 | 10.2 | 5.8 | 6 | 26.4 | 29.7 | 2 | 2.4 | 1.9 | 2.2 | 3 | 3.2 | 3.1 | 3.4 | 19.9 | 21.6 | |
2021.05 | 78.3 | 80.7 | 55.6 | 61.3 | 30 | 34.2 | 11.8 | 14.8 | 9.3 | 11.3 | 35.5 | 39.5 | 2 | 2.4 | 6.4 | 8.2 | 6.9 | 8.3 | 3 | 3.3 | 23.9 | 26.4 | |
2021.05 | 78.2 | 81 | 56.4 | 62.7 | 31.8 | 37.3 | 18.6 | 22.2 | 35.4 | 41.2 | 42.8 | 48.9 | 16.7 | 21.4 | 18.8 | 23 | 24 | 28.1 | 20.6 | 27.5 | 34.3 | 39.3 | |
2021.05 | 78.1 | 80.9 | 47.9 | 53.5 | 27.6 | 32 | 12.2 | 14.7 | 21.8 | 25.9 | 29.3 | 35.9 | 4.5 | 6.7 | 7.9 | 11.3 | 8.3 | 11.3 | 11.5 | 16.2 | 24.9 | 28.8 | |
2021.05 | 75.5 | 79.9 | 50.6 | 55.8 | 26 | 29.6 | 8.7 | 10.7 | 10.1 | 12.6 | 31 | 34.4 | 2.7 | 3.2 | 4.1 | 5.7 | 4.7 | 5.9 | 3.1 | 3.5 | 21.7 | 24.1 | |
2021.05 | 75 | 79.7 | 61.4 | 67 | 33.4 | 37.8 | 18.4 | 21.9 | 35.1 | 40.3 | 44.5 | 47.7 | 15.1 | 17.6 | 19.5 | 22.7 | 19.9 | 25 | 2.8 | 3.4 | 32.5 | 36.3 | |
2021.05 | 60.9 | 66.8 | 35.5 | 40 | 18.8 | 23.9 | 36.4 | 42.4 | 44.9 | 49.7 | 13.5 | 16 | 18.5 | 23.8 | 21.2 | 25.9 | 0.6 | 0.6 | - | - | 27.8 | 32.1 | |
2021.05 | 41.3 | 42.5 | 16.8 | 18.4 | 4.9 | 5.2 | 1.1 | 1.6 | 19.5 | 21.8 | 1.1 | 1.6 | 2.1 | 3.2 | 2.7 | 2.8 | 0.4 | 0.4 | - | - | 10 | 10.8 | |
2021.05 | 1 | 2 | 0.3 | 0.7 | 0 | 0.1 | 0.1 | 0.2 | 0.1 | 0.2 | 0.4 | 0.5 | 0 | 0.3 | 0.1 | 0.2 | 0.2 | 0.4 | 0 | 0.1 | 0.2 | 0.5 | |
2021.05 | 0.8 | 1.7 | 0.5 | 0.7 | 0.3 | 0.4 | 0.4 | 0.8 | 0 | 0 | 0.7 | 1.2 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0.3 | 0.5 |