Hyper-Relational Link Prediction on WD20K100 V2
50.97H/T RatioTHOR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| THOREvaluation Protocol=transductive2026.02 | 50.97 | 0.5904 | — | |
| THORInductive setting=Fully-inductive2026.02 | 50.97 | — | 0.5904 | |
| TRIXInductive setting=Fully-inductive2026.02 | 42.35 | — | — | |
| KG-ICLInductive setting=Fully-inductive2026.02 | 40.41 | — | — | |
| ULTRAInductive setting=Fully-inductive2026.02 | 37.69 | — | — | |
| NS-HARTInductive setting=Semi-inductive2026.02 | 36.28 | — | 0.4185 | |
| RMPIInductive setting=Fully-inductive2026.02 | 36.15 | — | — | |
| MAYPLInductive setting=Fully-inductive2026.02 | 24.82 | — | 0.3445 | |
| StarEEvaluation Protocol=transductive2026.02 | 22.9 | — | — | |
| HAHEEvaluation Protocol=transductive2026.02 | 22.17 | 0.2496 | — | |
| MetaNIRInductive setting=Fully-inductive2026.02 | 21.03 | — | 0.231 | |
| GRANEvaluation Protocol=transductive2026.02 | 20.36 | 0.2537 | — | |
| DRUMInductive setting=Rule-based2026.02 | 19.82 | — | — | |
| Neural LPInductive setting=Rule-based2026.02 | 19.64 | — | — | |
| MOTIFInductive setting=Fully-inductive2026.02 | 18.43 | — | — | |
| NBFNetInductive setting=Semi-inductive2026.02 | 16.47 | — | — | |
| INGRAMInductive setting=Fully-inductive2026.02 | 7.6 | — | — | |
| QBLPInductive setting=Semi-inductive, Pre-training status=With pre-training2026.02 | 5.21 | — | — | |
| QBLP (w/o pretrain)Inductive setting=Semi-inductive, Pre-training status=Without pre-training2026.02 | 0.24 | — | — |