Knowledge Graph Completion on 16 Inductive Knowledge Hypergraph Datasets (test)
0.236MRRHYPER
Evaluation Results
| Method | Links | |
|---|---|---|
| HYPERTraining Data Configuration=3KG+2HG, Inference Mode=Zero-shot2025.06 | 0.236 | |
| ULTRATraining Data Configuration=3KG+2HG, Inference Mode=Zero-shot2025.06 | 0.183 | |
| ULTRATraining Data Configuration=4HG, Inference Mode=Zero-shot2025.06 | 0.168 | |
| ULTRATraining Data Configuration=3KG, Inference Mode=Zero-shot2025.06 | 0.162 | |
| HYPERTraining Data Configuration=3KG, Inference Mode=Zero-shot2025.06 | 0.161 | |
| KG-ICLNumber of Layers=6 Layer, Inference Mode=Zero-shot2025.06 | 0.143 | |
| KG-ICLNumber of Layers=4 Layer, Inference Mode=Zero-shot2025.06 | 0.139 | |
| HYPERTraining Data Configuration=4KG, Inference Mode=Zero-shot2025.06 | 0.135 | |
| HYPERTraining Data Configuration=50KG, Inference Mode=Zero-shot2025.06 | 0.135 | |
| HYPERTraining Data Configuration=4HG, Inference Mode=Zero-shot2025.06 | 0.128 | |
| ULTRATraining Data Configuration=4KG, Inference Mode=Zero-shot2025.06 | 0.078 | |
| KG-ICLNumber of Layers=5 Layer, Inference Mode=Zero-shot2025.06 | 0.048 | |
| ULTRATraining Data Configuration=50KG, Inference Mode=Zero-shot2025.06 | 0.04 |