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ResearchFormerly WizWand

Threshold calibration for link prediction on CoDEx-m

0.78AccuracyACTC-LR
0.6240.66450.7050.7455May 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ACTC-LRSelection=density, KGE Model=ComplEx, n=5002023.050.780.77
ACTC-GPSelection=density, KGE Model=ComplEx, n=5002023.050.780.77
ACTC-LRSelection=random, KGE Model=ComplEx, n=5002023.050.780.78
ACTC-GPSelection=random, KGE Model=ComplEx, n=5002023.050.770.77
GlobalOpt (F1)KGE Model=ComplEx, n=5002023.050.730.75
ACTC-GPSelection=density, KGE Model=RESCAL, n=5002023.050.730.71
ACTC-LRSelection=random, KGE Model=RESCAL, n=5002023.050.730.73
LocalOpt (Acc)KGE Model=ComplEx, n=5002023.050.720.7
ACTC-LRSelection=density, KGE Model=ConvE, n=5002023.050.720.71
ACTC-LRSelection=density, KGE Model=RESCAL, n=5002023.050.720.7
ACTC-GPSelection=density, KGE Model=ConvE, n=5002023.050.720.7
ACTC-LRSelection=random, KGE Model=ConvE, n=5002023.050.720.72
ACTC-GPSelection=random, KGE Model=RESCAL, n=5002023.050.720.71
ACTC-GPSelection=random, KGE Model=ConvE, n=5002023.050.710.71
LocalOpt (F1)KGE Model=ComplEx, n=5002023.050.70.69
ACTC-LRSelection=random, KGE Model=TransE, n=5002023.050.690.69
LocalOpt (Acc)KGE Model=ConvE, n=5002023.050.680.66
LocalOpt (Acc)KGE Model=RESCAL, n=5002023.050.680.67
GlobalOpt (F1)KGE Model=ConvE, n=5002023.050.680.7
GlobalOpt (F1)KGE Model=RESCAL, n=5002023.050.680.71
ACTC-GPSelection=random, KGE Model=TransE, n=5002023.050.670.66
LocalOpt (F1)KGE Model=ConvE, n=5002023.050.660.66
LocalOpt (F1)KGE Model=RESCAL, n=5002023.050.660.67
LocalOpt (Acc)KGE Model=TransE, n=5002023.050.650.64
GlobalOpt (F1)KGE Model=TransE, n=5002023.050.650.68
ACTC-LRSelection=density, KGE Model=TransE, n=5002023.050.640.65
ACTC-GPSelection=density, KGE Model=TransE, n=5002023.050.640.65
LocalOpt (F1)KGE Model=TransE, n=5002023.050.630.64