ConceptNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Relation label classification | ConceptNet (CN) | Accuracy65.8 | 120 | |
| Knowledge Graph Construction | ConceptNet | Accuracy92 | 8 | |
| Link Prediction | ConceptNet (test) | Accuracy53.97 | 6 | |
| CKG completion | ConceptNet 100K (test) | MRR65.72 | 6 | |
| Few-shot Knowledge Graph Completion | ConceptNet transductive (test) | MRR0.606 | 4 | |
| Knowledge Graph Completion | ConceptNet inductive few-shot without curated training tasks | MRR61.1 | 4 | |
| Link Prediction | ConceptNet100k transductive (test) | MRR0.32 | 3 |
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