Hyper-Relational Link Prediction on WD20K66 V2
33.67H/T ScoreStarE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| StarEEvaluation Protocol=transductive2026.02 | 33.67 | — | |
| HAHEEvaluation Protocol=transductive2026.02 | 32.64 | 0.3459 | |
| GRANEvaluation Protocol=transductive2026.02 | 31.82 | 0.341 | |
| THOREvaluation Protocol=transductive2026.02 | 30.14 | 0.3767 | |
| THORInductive setting=Fully-inductive2026.02 | 30.14 | 37.67 | |
| KG-ICLInductive setting=Fully-inductive2026.02 | 23.42 | — | |
| DRUMInductive setting=Rule-based2026.02 | 22.74 | — | |
| TRIXInductive setting=Fully-inductive2026.02 | 21.54 | — | |
| Neural LPInductive setting=Rule-based2026.02 | 20.53 | — | |
| ULTRAInductive setting=Fully-inductive2026.02 | 19.45 | — | |
| MOTIFInductive setting=Fully-inductive2026.02 | 19.39 | — | |
| RMPIInductive setting=Fully-inductive2026.02 | 18.31 | — | |
| MAYPLInductive setting=Fully-inductive2026.02 | 16.25 | 23.88 | |
| NS-HARTInductive setting=Semi-inductive2026.02 | 14.54 | 22.7 | |
| MetaNIRInductive setting=Fully-inductive2026.02 | 13.6 | 15.71 | |
| NBFNetInductive setting=Semi-inductive2026.02 | 8.45 | — | |
| QBLPInductive setting=Semi-inductive, Pre-training status=With pre-training2026.02 | 1.78 | — | |
| INGRAMInductive setting=Fully-inductive2026.02 | 1.3 | — | |
| QBLP (w/o pretrain)Inductive setting=Semi-inductive, Pre-training status=Without pre-training2026.02 | 0.17 | — |