FB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | fb | F1 Score91.38 | 26 | |
| Inductive Link Prediction | FB V4 | Hit@1069.9 | 11 | |
| Inductive Link Prediction | FB V3 | Hit@1069.2 | 11 | |
| Inductive Link Prediction | FB V2 | Hit@1075.2 | 11 | |
| Inductive Link Prediction | FB V1 | Hit@100.708 | 11 | |
| Link Prediction | FB Stanford SNAP (test) | ROC AUC0.994 | 6 | |
| Complex Query Answering (Cardinality Prediction) | FB15k | Spearman Correlation (1p)97.1 | 4 | |
| Inductive Link Prediction | FB-75 | MRR40.3 | 4 | |
| Inductive Link Prediction | FB-50 | MRR33.8 | 4 | |
| Link Prediction | FB v4 | MRR0.486 | 4 | |
| Link Prediction | FB v3 | MRR0.491 | 4 | |
| Link Prediction | FB v2 | MRR51.2 | 4 | |
| Link Prediction | FB v1 | MRR49.8 | 4 | |
| Synthetic Tabular Data Generation | FB | DCR42.9 | 4 | |
| Inductive Knowledge Graph Completion | FB-75 | MRR0.391 | 3 | |
| Inductive Knowledge Graph Completion | FB v4 | MRR48.4 | 3 | |
| Inductive Knowledge Graph Completion | FB v3 | MRR48.2 | 3 | |
| Inductive Knowledge Graph Completion | FB v2 | MRR0.51 | 3 | |
| Inductive Knowledge Graph Completion | FB v1 | MRR0.486 | 3 | |
| Link Prediction | FB inductive (e) V4 (test) | MRR49.6 | 3 | |
| Link Prediction | FB inductive (e) V3 (test) | MRR0.504 | 3 | |
| Link Prediction | FB inductive (e) V2 (test) | MRR0.524 | 3 | |
| Link Prediction | FB inductive (e) V1 (test) | MRR0.509 | 3 |
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