Joint Entity and Relation Extraction on WebNLG
92.8PrecisionSSDAU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SSDAUQuality=Clean2026.05 | 92.8 | 92.95 | 86.83 | |
| NIQuality=Clean2026.05 | 92.41 | 92.16 | 85.46 | |
| SSNQuality=Clean2026.05 | 91.89 | 92.44 | 85.94 | |
| GMQuality=Clean2026.05 | 91.84 | 92.41 | 85.89 | |
| BTQuality=Clean2026.05 | 91.77 | 91.97 | 85.14 | |
| SSDAUQuality=Clean2026.05 | 91.58 | 89.94 | 81.77 | |
| WSQuality=Clean2026.05 | 91.47 | 91.51 | 84.35 | |
| MixupQuality=Clean2026.05 | 91.29 | 92.22 | 85.56 | |
| GMQuality=Clean2026.05 | 90.82 | 89.15 | 80.42 | |
| OriginalQuality=-2026.05 | 90.66 | 89.08 | 80.31 | |
| OriginalQuality=-2026.05 | 90.62 | 90.25 | 82.23 | |
| MixupQuality=Clean2026.05 | 90.35 | 88.5 | 79.37 | |
| WSQuality=Clean2026.05 | 89.66 | 88.88 | 79.98 | |
| BTQuality=Clean2026.05 | 89.46 | 89.9 | 81.7 | |
| NIQuality=Clean2026.05 | 88.41 | 87.64 | 78 | |
| SSDAUQuality=With Error2026.05 | 88.1 | 89.8 | 81.4 | |
| SSNQuality=Clean2026.05 | 84.77 | 85.93 | 75.34 | |
| SSDAUQuality=With Error2026.05 | 84.5 | 86.4 | 76.1 | |
| MixupQuality=With Error2026.05 | 77.3 | 74.2 | 59 | |
| WSQuality=With Error2026.05 | 77.1 | 75.2 | 60.3 | |
| GMQuality=With Error2026.05 | 76.5 | 73.8 | 58.6 | |
| MixupQuality=With Error2026.05 | 76.4 | 70.3 | 54.2 | |
| WSQuality=With Error2026.05 | 75.8 | 69.5 | 53.2 | |
| NIQuality=With Error2026.05 | 73.5 | 65.2 | 48.4 | |
| NIQuality=With Error2026.05 | 72.6 | 69.7 | 53.5 | |
| GMQuality=With Error2026.05 | 72.6 | 65.1 | 48.3 | |
| BTQuality=With Error2026.05 | 72.4 | 69.5 | 53.3 | |
| SSNQuality=With Error2026.05 | 72.4 | 64.7 | 47.8 | |
| SSNQuality=With Error2026.05 | 70.8 | 69.3 | 53 | |
| ChatIEQuality=With Error2026.05 | 69.2 | 55.7 | 38.6 | |
| ChatIEQuality=Clean2026.05 | 67.75 | 47.3 | 31 | |
| ChatIEQuality=Clean2026.05 | 66.7 | 34.6 | 20.9 | |
| BTQuality=With Error2026.05 | 66.6 | 37.7 | 23.2 | |
| ChatIEQuality=With Error2026.05 | 63.4 | 32.1 | 19.1 |