paper-with-me

Inductive knowledge graph completion 벤치마크

Inductive knowledge graph completion on Wikidata5m-ind

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Hits@1

0.222 0.2387 0.2555 0.2722 0.289 2019-11 2026-11 KEPLER-Wiki-rel — 0.222 (2019-11-13) KEPLER-Wiki-rel — 0.222 (2019-11-13) KEPLER-Wiki-rel — 0.222 (2019-11-13) KEPLER-Wiki-rel — 0.222 (2019-11-13) BLP-SimplE — 0.289 (2020-10-07) BLP-SimplE — 0.289 (2020-10-07) BLP-SimplE — 0.289 (2020-10-07) BLP-SimplE — 0.289 (2020-10-07) KEPLER-Wiki-rel — 0.222 (2019-11-13) BLP-SimplE — 0.289 (2020-10-07)
RankModel Hits@1Hits@10Hits@3MRR PaperCodeYear
1 BLP-SimplE 0.289––0.493 Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
2 KEPLER-Wiki-rel 0.2220.730.5140.402 KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation THU-KEG/KEPLER 2019
3 BLP-ComplEx –0.8770.664– Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
4 BLP-SimplE 0.289––0.493 Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
5 KEPLER-Wiki-rel 0.2220.730.5140.402 KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation THU-KEG/KEPLER 2019
6 BLP-ComplEx –0.8770.664– Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
7 BLP-SimplE 0.289––0.493 Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
8 KEPLER-Wiki-rel 0.2220.730.5140.402 KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation THU-KEG/KEPLER 2019
9 BLP-ComplEx –0.8770.664– Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
10 BLP-SimplE 0.289––0.493 Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
11 KEPLER-Wiki-rel 0.2220.730.5140.402 KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation THU-KEG/KEPLER 2019
12 BLP-ComplEx –0.8770.664– Inductive Entity Representations from Text via Link Prediction raphaelsty/mkb · dfdazac/blp 2020
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