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Inductive Link Prediction On Wikidata5M Si

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0-shot MRR

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	0-shot MRR	Paper Title	Repository
SimKGC (mentions)	0.22	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
DistMult + ERAvg	-	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
ComplEx + Bias * FoldIn	0.124	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
KGT5 (descriptions)	0.470	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
KGT5 (mentions)	0.31	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
KGT5-context (descriptions)	0.417	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
SimKGC (descriptions)	0.403	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
HittER	0.019	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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