Link Prediction on Wikidata5M-SI
Metric: 10-shot MRR (higher is better)
Metric: 10-shot MRR (higher is better)
| # | Model↕ | 10-shot MRR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | KGT5-context (descriptions) | 0.437 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 2 | DistMult + ERAvg | 0.333 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 3 | KGT5-context (mentions) | 0.311 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 4 | DistMult + ERAvg (descriptions) | 0.292 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 5 | DistMult + ERAvg (mentions) | 0.28 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 6 | HittER | 0.221 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 7 | ComplEx + Bias + Fold in | 0.206 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |