Freebase
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node classification | Freebase | Macro F162.24 | 94 | |
| Node classification | Freebase (test) | Accuracy63.67 | 21 | |
| Link Prediction | Freebase E = 10 (test) | MRR0.678 | 14 | |
| Node Classification | Freebase 5-shot | Macro-F149.75 | 12 | |
| Knowledge Graph Summarization | Freebase | F1 Score56.35 | 9 | |
| Node Classification | Freebase HGB (test) | Macro F151.87 | 9 | |
| Untargeted attack | FreeBase | GED0.0982 | 7 | |
| Column Type Annotation | Freebase (test) | F1 Score94.75 | 7 | |
| Link Prediction | Freebase | Hits@1080.53 | 6 | |
| US elections prediction | Freebase | Normalized Mean CV Score1 | 5 | |
| US accidents prediction | Freebase | Normalized Mean CV Score95.3 | 5 | |
| Movie revenues prediction | Freebase | Normalized Mean CV Score88 | 5 | |
| Housing prices prediction | Freebase | Mean CV Score (Normalized)0.868 | 5 |
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