YAGO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Link Prediction | YAGO3-10 (test) | MRR95.1 | 127 | |
| Link prediction | YAGO3-10 | MRR0.585 | 33 | |
| instanceOf triple classification | M-YAGO39K (test) | Accuracy88.8 | 30 | |
| Temporal Knowledge Graph Reasoning | YAGO (test) | Hits@10.8788 | 27 | |
| Relational Triple Classification | YAGO 39K | Accuracy94.4 | 21 | |
| Link Prediction | YAGO39K | MRR (Raw)15.6 | 21 | |
| Link Prediction | YAGO3-10 filtered (test) | MRR57.7 | 21 | |
| SubClassOf triple classification | YAGO39K (test) | Accuracy90 | 20 | |
| Temporal Knowledge Graph Reasoning | YAGO | MRR0.356 | 20 | |
| Temporal Knowledge Graph Reasoning | YAGO meta (test) | MRR0.37 | 19 | |
| Link Prediction | YAGO37 (test) | MRR0.454 | 15 | |
| Knowledge Graph Reasoning | YAGO3-10 | MRR0.535 | 14 | |
| Link Prediction | YAGO 4.5+T | Hits@1078.21 | 12 | |
| Link Prediction | YAGO11k | Hits@10.124 | 12 | |
| Link Prediction | YAGO3-10-DR | MRR0.247 | 11 | |
| Temporal Link Prediction | YAGO15K filtered (test) | MRR37.05 | 10 | |
| Temporal Link Prediction | YAGO Interpolation 11k (test) | Hits@117.35 | 10 | |
| Node Classification | YAGO4 PC | Disk Size13.6 | 9 | |
| Link Prediction | YAGO | Hits@189.67 | 9 | |
| Temporal knowledge graph reasoning | YAGO 1-shot (test) | MRR0.294 | 9 | |
| subClassOf triple classification | M-YAGO39K | Accuracy84.4 | 9 | |
| subClassOf triple classification | YAGO39K | Accuracy83.7 | 9 | |
| Link Prediction | YAGO39K (test) | MRR (Raw)15.6 | 9 | |
| Link Prediction | YAGO 4.5 | Hits@1074.46 | 8 | |
| Temporal Link Prediction | YAGO public (test) | MRR61.9 | 8 |
Showing 25 of 37 rows