Link Prediction on Wikidata5M-SI
Metric: 1-shot MRR (higher is better)
Metric: 1-shot MRR (higher is better)
| # | Model↕ | 1-shot MRR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | KGT5-context (descriptions) | 0.42 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 2 | DistMult + ERAvg (descriptions) | 0.278 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 3 | KGT5-context (mentions) | 0.217 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 4 | DistMult + ERAvg (mentions) | 0.187 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 5 | DistMult + ERAvg | 0.171 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 6 | ComplEx + Bias + Fold in | 0.151 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |
| 7 | HittER | 0.105 | No | A Benchmark for Semi-Inductive Link Prediction i... | 2023-10-18 | Code |