Knowledge Graph Completion on DB15K, MKG-W, and MKG-Y
41.04MRRTOFU
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TOFUEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 41.04 | 35.56 | 43.52 | 51.52 | |
| LMBKGCEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 38.57 | 30.96 | 42.55 | 52.33 | |
| MCKGCEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 38.53 | 32.91 | 41.1 | 49.1 | |
| MoMoKEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 37.79 | 32.62 | 40.06 | 47.82 | |
| SNAGEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 37.57 | 30.77 | 40.89 | 50 | |
| MyGOEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 37.42 | 31.62 | 39.88 | 48.05 | |
| APKGCEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 37.4 | 31.11 | 40.66 | 49.27 | |
| K-ONEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 36.86 | 30.91 | 39.61 | 48.1 | |
| NATIVEEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 36.78 | 30.02 | 40.25 | 49 | |
| AdaMFEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 34.95 | 27.34 | 39.32 | 48.12 | |
| MMRNSEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 34.55 | 27.38 | 38.14 | 47.98 | |
| IMFEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 34.18 | 28.64 | 36.59 | 44.75 | |
| VBKGCEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 32.75 | 26.14 | 36.31 | 44.21 | |
| QEBEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 31.64 | 23.26 | 36.23 | 46.4 | |
| TBKGCEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 31.29 | 23.8 | 35.43 | 44.39 | |
| VISTAEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 31.26 | 24.49 | 33.78 | 44.36 | |
| MMKRLEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 31.24 | 22.56 | 36.32 | 46.46 | |
| OTKGEEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 31.24 | 26.42 | 33.11 | 40.16 | |
| RSMEEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 31.14 | 26.43 | 33.39 | 39.94 | |
| IKRLEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 30.8 | 23.52 | 34.65 | 43.81 | |
| MANSEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 29.58 | 22.34 | 33.85 | 41.84 | |
| TransAEEvaluation Protocol=Transductive, Filter Setting=True2026.02 | 28.73 | 22.6 | 31.73 | 39.64 |