Relational Triple Classification on DB99K242
93.63AccuracyTransEllipsoid*
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TransEllipsoid*2024.01 | 93.63 | 94.67 | 92.46 | 93.55 | |
| EIKE-UNP-EYE (unif)Sampling=unif, Variant=UNP, Embedding=EYE2024.01 | 92.38 | 93.46 | 91.14 | 92.29 | |
| EIKE-UNP-EYE (bern)Sampling=bern, Variant=UNP, Embedding=EYE2024.01 | 91.78 | 91.91 | 91.63 | 91.77 | |
| EIKE-PRE-MAT (unif)Sampling=unif, Variant=PRE, Embedding=MAT2024.01 | 90.99 | 91.56 | 90.31 | 90.93 | |
| TransE*2024.01 | 90.5 | 91.5 | 89.29 | 90.38 | |
| EIKE-PRE-MAT (bern)Sampling=bern, Variant=PRE, Embedding=MAT2024.01 | 90.47 | 90.82 | 90.03 | 90.43 | |
| EIKE-PRE-EYE (unif)Sampling=unif, Variant=PRE, Embedding=EYE2024.01 | 90.42 | 91.61 | 88.99 | 90.28 | |
| TransC*2024.01 | 90.17 | 90.9 | 89.27 | 90.08 | |
| EIKE-PRE-EYE (bern)Sampling=bern, Variant=PRE, Embedding=EYE2024.01 | 89.91 | 90.77 | 88.85 | 89.8 | |
| Concept2Vec2024.01 | 88.6 | 89.8 | 87.4 | 88.9 | |
| TransCuboid*2024.01 | 88.4 | 90.26 | 86.1 | 88.13 | |
| EIKE-UNP-MAT (unif)Sampling=unif, Variant=UNP, Embedding=MAT2024.01 | 63.6 | 60.96 | 75.64 | 67.51 | |
| EIKE-UNP-MAT (bern)Sampling=bern, Variant=UNP, Embedding=MAT2024.01 | 63.07 | 60.47 | 75.48 | 67.14 |