Link Prediction on Hetionet
0.464MRRUltra+[V3+]
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ultra+[V3+]mode=Finetuned, setting=Transductive2026.05 | 0.464 | 0.599 | — | |
| Motifmode=Finetuned, setting=Transductive2026.05 | 0.446 | 0.575 | — | |
| Ultramode=Finetuned, setting=Transductive2026.05 | 0.399 | 0.538 | — | |
| CONVE-MOSd=1000, PARAM=108.3M2025.06 | 0.313 | — | 5.71 | |
| DISTMULT-MOSd=1000, PARAM=53.2M2025.06 | 0.312 | — | 5.76 | |
| COMPLEX-MOSd=500, PARAM=53.2M2025.06 | 0.303 | — | 5.78 | |
| RESCAL-MOSd=1000, PARAM=101.2M2025.06 | 0.3 | — | 5.87 | |
| COMPLEXd=500, PARAM=45.2M2025.06 | 0.292 | — | 5.99 | |
| DISTMULTd=1000, PARAM=45.2M2025.06 | 0.288 | — | 6.04 | |
| DISTMULT-MOSd=200, PARAM=9.4M2025.06 | 0.277 | — | 5.83 | |
| RESCAL-MOSd=200, PARAM=11.3M2025.06 | 0.274 | — | 5.87 | |
| COMPLEX-MOSd=100, PARAM=9.4M2025.06 | 0.269 | — | 5.85 | |
| COMPGCN-MOSd=200, PARAM=5.0M2025.06 | 0.266 | — | 5.86 | |
| CONVE-MOSd=200, PARAM=11.4M2025.06 | 0.263 | — | 5.92 | |
| CONVEd=1000, PARAM=100.3M2025.06 | 0.262 | — | 6.06 | |
| COMPGCNd=200, PARAM=4.7M2025.06 | 0.26 | — | 5.95 | |
| CONVEd=200, PARAM=11.1M2025.06 | 0.252 | — | 6.03 | |
| DISTMULTd=200, PARAM=9.0M2025.06 | 0.25 | — | 6.1 | |
| COMPLEXd=100, PARAM=9.0M2025.06 | 0.249 | — | 6.1 | |
| RESCALd=1000, PARAM=93.1M2025.06 | 0.243 | — | 5.93 | |
| RESCALd=200, PARAM=10.9M2025.06 | 0.219 | — | 6.13 |