FB15K237
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Edge Classification | FB15K237 40 way Encyclopedic KG (test) | Accuracy62.03 | 27 | |
| Edge Classification | FB15K237 10 way Encyclopedic KG (test) | Accuracy91.38 | 27 | |
| Edge Classification | FB15K237 5 way Encyclopedic KG (test) | Accuracy99.64 | 27 | |
| Edge classification | FB15K237+ Multi-label edges (30% train ratio) | Micro-F189.36 | 7 | |
| Link Prediction | FB15k237 density 1.29 × 10−3 (test) | Hit@100.599 | 6 | |
| Link Prediction | FB15k237 20 density 3.14 × 10−4 (test) | Hit@1043.6 | 6 | |
| Interactive Query Answering (Average MRR) | FB15k237 manually curated preference sets | Metric 1p27.54 | 4 | |
| Link Prediction | FB15k237_50 transductive (test) | MRR0.325 | 3 | |
| Link Prediction | FB15k237 20 transductive (test) | MRR0.274 | 3 |
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