InstanceOf triple classification on DB99K-242 (test)
94.21AccuracyEIKE-UNP-EYE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EIKE-UNP-EYEnegative sampling=bern2024.01 | 94.21 | 96.17 | 92.1 | 94.09 | |
| TransEllipsoid2024.01 | 93.1 | 94.81 | 91.64 | 93.2 | |
| EIKE-UNP-EYEnegative sampling=unif2024.01 | 92.7 | 94.12 | 91.1 | 92.58 | |
| EIKE-PRE-EYEnegative sampling=bern2024.01 | 92.12 | 92.81 | 91.32 | 92.06 | |
| EIKE-PRE-EYEnegative sampling=unif2024.01 | 92 | 90.27 | 94.14 | 92.17 | |
| EIKE-PRE-MATnegative sampling=bern2024.01 | 87.75 | 86.1 | 90.03 | 88.02 | |
| EIKE-PRE-MATnegative sampling=unif2024.01 | 85.31 | 82.85 | 89.05 | 85.84 | |
| TransC2024.01 | 83.59 | 92.38 | 73.21 | 81.96 | |
| TransE2024.01 | 78.82 | 79.76 | 77.26 | 78.49 | |
| EIKE-UNP-MATnegative sampling=unif2024.01 | 78.34 | 72.4 | 91.62 | 80.88 | |
| EIKE-UNP-MATnegative sampling=bern2024.01 | 78.34 | 72.4 | 91.62 | 80.88 | |
| TransCuboid2024.01 | 69.91 | 65.23 | 85.28 | 73.92 | |
| Concept2Vec2024.01 | 67.7 | 63.5 | 79.2 | 55.6 |