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SotA/Natural Language Processing/Inductive knowledge graph completion

Inductive knowledge graph completion

98 benchmarks20 papers

Benchmarks

Inductive knowledge graph completion on MARS (Multimodal Analogical Reasoning dataSet)

Inductive knowledge graph completion on FB15k

MRR 1p MRR 2i MRR 2p MRR 2u MRR 3i MRR ip MRR 3p MRR pi MRR up Hits@3 1p Hits@3 2i Hits@3 2p Hits@3 2u Hits@3 3i Hits@3 3p Hits@3 ip Hits@3 pi Hits@3 up

Inductive knowledge graph completion on FB15k-237

MRR 3i MRR 1p MRR 2i MRR 2p MRR 2u MRR 3p MRR ip MRR pi MRR up Hits@10 Hits@3 1p Hits@3 2i Hits@3 2p Hits@3 2u Hits@3 3i Hits@3 3p Hits@3 ip Hits@3 pi Hits@3 up Hits@1 Hits@3 MR MRR

Inductive knowledge graph completion on NELL-995

MRR 1p MRR 2i MRR ip MRR 2p MRR 2u MRR 3i MRR 3p MRR pi MRR up

Inductive knowledge graph completion on JerichoWorld

Inductive knowledge graph completion on WikiKG90M-LSC

Test MRR Validation MRR

Inductive knowledge graph completion on DBP-5L (English)

Inductive knowledge graph completion on DBP-5L (Greek)

Inductive knowledge graph completion on DPB-5L (French)

Inductive knowledge graph completion on FB15k

Inductive knowledge graph completion on NELL995

Hits@3 2p Hits@3 3p Hits@3 ip Hits@3 pi Hits@3 up Hits@3 1p Hits@3 2i Hits@3 2u Hits@3 3i

Inductive knowledge graph completion on WN18RR

Hits@3 Hits@1 Hits@10

Inductive knowledge graph completion on Wikidata5m-ind

Hits@1 Hits@10 Hits@3 MRR

Inductive knowledge graph completion on DBbook2014

Hits@10 Mean Rank

Inductive knowledge graph completion on FB15k-237-ind

Hit@1 Hits@10 Hits@3 MRR

Inductive knowledge graph completion on MovieLens 1M

Hits@10 Mean Rank

Inductive knowledge graph completion on Noun Phrase Canonicalization

Ambiguous dataset Base Dataset ReVerb45k

Inductive knowledge graph completion on PubMedQA corpus with metadata

Inductive knowledge graph completion on WD50K-NFOL

AVGn-MRR AVGp-MRR

Inductive knowledge graph completion on WD50K-QE

Inductive knowledge graph completion on WN18RR-ind

Hit@10 Hits@1 Hits@3 MRR

Inductive knowledge graph completion on YAGO39K

Accuracy F1-Score Precision Recall

Inductive knowledge graph completion on .

Delay (seconds)