Inductive Knowledge Hypergraph Link Prediction on WD 50
20.1MRRULTRA
Evaluation results
| Method | Links | |
|---|---|---|
| ULTRAZero-shot=true, Reification Strategy=alternative reification, Model Variant=3KG2025.06 | 20.1 | |
| HYPERZero-shot=true, Model Variant=3KG+2HG2025.06 | 20 | |
| ULTRAZero-shot=true, Reification Strategy=main body reification, Model Variant=3KG+2HG2025.06 | 18.2 | |
| ULTRAZero-shot=true, Reification Strategy=main body reification, Model Variant=4HG2025.06 | 17.5 | |
| ULTRAZero-shot=true, Reification Strategy=alternative reification, Model Variant=3KG+2HG2025.06 | 16.7 | |
| ULTRAZero-shot=true, Reification Strategy=alternative reification, Model Variant=4HG2025.06 | 15.9 | |
| HYPERZero-shot=true, Model Variant=3KG2025.06 | 15.8 | |
| HYPERZero-shot=true, Model Variant=4HG2025.06 | 15.8 | |
| ULTRAZero-shot=true, Reification Strategy=main body reification, Model Variant=3KG2025.06 | 15.5 | |
| ULTRAZero-shot=true, Reification Strategy=alternative reification, Model Variant=4KG2025.06 | 14.1 | |
| ULTRAZero-shot=true, Reification Strategy=alternative reification, Model Variant=50KG2025.06 | 12.4 | |
| HYPERZero-shot=true, Model Variant=4KG2025.06 | 11.1 | |
| ULTRAZero-shot=true, Reification Strategy=main body reification, Model Variant=4KG2025.06 | 6.9 | |
| HYPERZero-shot=true, Model Variant=50KG2025.06 | 5.5 | |
| ULTRAZero-shot=true, Reification Strategy=main body reification, Model Variant=50KG2025.06 | 0.1 |