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Inductive Link Prediction On Wikidata5M Si

评估指标

0-shot MRR

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
KGT5 (descriptions)0.470A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
KGT5-context (descriptions)0.417A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
SimKGC (descriptions)0.403A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
KGT5 (mentions)0.31A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
SimKGC (mentions)0.22A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
ComplEx + Bias * FoldIn0.124A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
HittER0.019A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
DistMult + ERAvg-A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
KGT5-context (mentions)-A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
DistMult + ERAvg (descriptions)-A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
DistMult + ERAvg (mentions)-A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
ComplEx + Bias + Fold in-A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
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Inductive Link Prediction On Wikidata5M Si | SOTA | HyperAI超神经