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ResearchFormerly WizWand

Triple classification on FB13 (test)

91.9AccuracyRMNN
62.57270.18677.885.414Mar 24, 2016Apr 29, 2017Jun 4, 2018Jul 10, 2019Aug 14, 2020Sep 19, 2021Oct 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RMNN2016.0391.9
LASSbackbone=BERT, size=Large2022.0991.8
PALTModel Category=General, Size=LARGE2022.1091.7
LASSbackbone=RoBERTa, size=Large2022.0991.6
DNN2016.0391.5
PALTModel Category=General, Size=BASE2022.1091.3
LASSbackbone=BERT, size=Base2022.0991.2
LASSbackbone=RoBERTa, size=Base2022.0991.1
KG-BERT(a)2019.0990.4
KG-BERT2022.0990.4
KG-BERTModel Category=General2022.1090.4
NTN2016.0390
NTN2019.0990
NTN2022.0990
NTNModel Category=Task-specific2022.1090
DOLORES2019.0989.3
DOLORES2022.0989.3
DOLORESModel Category=Task-specific2022.1089.3
TransD2019.0989.1
TransD2022.0989.1
TransDModel Category=Task-specific2022.1089.1
DistMult-HRS2019.0989
DistMult-HRS2022.0989
DistMult-HRSModel Category=Task-specific2022.1089
ConvKB2019.0988.8
ConvKB2022.0988.8
ConvKBModel Category=Task-specific2022.1088.8
TranSparse-S2019.0988.2
TranSparse-S2022.0988.2
TranSparse-SModel Category=Task-specific2022.1088.2
TransG2019.0987.3
TransG2022.0987.3
TransGModel Category=Task-specific2022.1087.3
AATE2019.0987.2
AATE2022.0987.2
AATEModel Category=Task-specific2022.1087.2
DistMult2019.0986.2
DistMult2022.0986.2
DistMultModel Category=Task-specific2022.1086.2
TEKE2019.0984.2
TEKE2022.0984.2
TEKEModel Category=Task-specific2022.1084.2
TransH2016.0383.3
TransH2019.0983.3
TransH2022.0983.3
TransHModel Category=Task-specific2022.1083.3
TransR2016.0382.5
TransR2019.0982.5
TransR2022.0982.5
TransRModel Category=Task-specific2022.1082.5
TransE2016.0381.5
TransE2019.0981.5
TransE2022.0981.5
TransEModel Category=Task-specific2022.1081.5
SME2016.0363.7