Hyper-relational Inductive Link Prediction on WDSPLIT100 V1
0.4913MRR (H/T)THOR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| THORInductive setting=Fully-inductive2026.02 | 0.4913 | 0.5125 | |
| TRIXInductive setting=Fully-inductive2026.02 | 0.3579 | — | |
| ULTRAInductive setting=Fully-inductive2026.02 | 0.3358 | — | |
| MOTIFInductive setting=Fully-inductive2026.02 | 0.3227 | — | |
| KG-ICLInductive setting=Fully-inductive2026.02 | 0.2786 | — | |
| RMPIInductive setting=Fully-inductive2026.02 | 0.2671 | — | |
| MAYPLInductive setting=Fully-inductive2026.02 | 0.2453 | 0.2854 | |
| NS-HARTInductive setting=Semi-inductive2026.02 | 0.239 | 0.2272 | |
| MetaNIRInductive setting=Fully-inductive2026.02 | 0.1376 | 0.1359 | |
| Neural LPInductive setting=Rule-based2026.02 | 0.0873 | — | |
| DRUMInductive setting=Rule-based2026.02 | 0.0759 | — | |
| INGRAMInductive setting=Fully-inductive2026.02 | 0.068 | — | |
| NBFNetInductive setting=Semi-inductive2026.02 | 0.055 | — | |
| QBLPInductive setting=Semi-inductive, Pre-training status=With pre-training2026.02 | 0.0045 | — | |
| QBLP (w/o pretrain)Inductive setting=Semi-inductive, Pre-training status=Without pre-training2026.02 | 0.0034 | — |