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ResearchFormerly WizWand

Link Prediction on NELL-One (val)

0.168MRRGMatching
0.067120.093310.11950.14569Aug 27, 2018
Updated 8mo ago

Evaluation results

MethodLinks
GMatchingLearning Paradigm=One-shot learning, Backbone=TransE2018.080.1680.2930.2390.103
GMatchingLearning Paradigm=One-shot learning, Backbone=RESCAL2018.080.1440.2770.2160.087
GMatchingLearning Paradigm=One-shot learning, Backbone=ComplEx2018.080.1320.3080.2320.049
GMatchingLearning Paradigm=One-shot learning, Backbone=DistMult2018.080.1190.2380.1830.054
GMatchingLearning Paradigm=One-shot learning, Backbone=Random2018.080.0830.2110.1350.024
TransELearning Paradigm=KG embedding baseline2018.080.0820.1770.1260.032
DistMultLearning Paradigm=KG embedding baseline2018.080.0750.1280.0930.045
ComplExLearning Paradigm=KG embedding baseline2018.080.0720.1280.0410.041
RESCALLearning Paradigm=KG embedding baseline2018.080.0710.10.0820.048