Link Prediction on DB99K242
18.1MRR (Raw)EIKE-PRE-EYE (bern)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EIKE-PRE-EYE (bern)Sampling=bern, Variant=PRE, Embedding=EYE2024.01 | 18.1 | 26.4 | 12.7 | 35.3 | 50.3 | |
| EIKE-UNP-EYE (bern)Sampling=bern, Variant=UNP, Embedding=EYE2024.01 | 17.5 | 25.6 | 11.9 | 34.9 | 49.4 | |
| EIKE-PRE-MAT (bern)Sampling=bern, Variant=PRE, Embedding=MAT2024.01 | 17.2 | 25.2 | 11.4 | 34.9 | 48.4 | |
| TransE*2024.01 | 17 | 23.2 | 10.2 | 31.5 | 45.7 | |
| TransEllipsoid*2024.01 | 17 | 24.8 | 11 | 34.4 | 48.1 | |
| EIKE-UNP-EYE (unif)Sampling=unif, Variant=UNP, Embedding=EYE2024.01 | 16.7 | 24.7 | 11.1 | 33.8 | 48.3 | |
| EIKE-PRE-EYE (unif)Sampling=unif, Variant=PRE, Embedding=EYE2024.01 | 16.4 | 24.3 | 10.9 | 32.9 | 47.7 | |
| EIKE-PRE-MAT (unif)Sampling=unif, Variant=PRE, Embedding=MAT2024.01 | 16.2 | 23.9 | 10.4 | 33.1 | 47 | |
| TransCuboid*2024.01 | 14.9 | 20 | 4.2 | 30.4 | 47.8 | |
| TransC*2024.01 | 14.7 | 18.8 | 6.6 | 25.7 | 40.8 | |
| Concept2Vec2024.01 | 13.2 | 15.8 | 5.8 | 21.3 | 37.2 | |
| EIKE-UNP-MAT (bern)Sampling=bern, Variant=UNP, Embedding=MAT2024.01 | 4.5 | 5.6 | 0.1 | 9.2 | 15 | |
| EIKE-UNP-MAT (unif)Sampling=unif, Variant=UNP, Embedding=MAT2024.01 | 4.4 | 5.3 | 0.1 | 8.6 | 14.3 |