Threshold calibration for link prediction on CoDEx-m
0.78AccuracyACTC-LR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ACTC-LRSelection=density, KGE Model=ComplEx, n=5002023.05 | 0.78 | 0.77 | |
| ACTC-GPSelection=density, KGE Model=ComplEx, n=5002023.05 | 0.78 | 0.77 | |
| ACTC-LRSelection=random, KGE Model=ComplEx, n=5002023.05 | 0.78 | 0.78 | |
| ACTC-GPSelection=random, KGE Model=ComplEx, n=5002023.05 | 0.77 | 0.77 | |
| GlobalOpt (F1)KGE Model=ComplEx, n=5002023.05 | 0.73 | 0.75 | |
| ACTC-GPSelection=density, KGE Model=RESCAL, n=5002023.05 | 0.73 | 0.71 | |
| ACTC-LRSelection=random, KGE Model=RESCAL, n=5002023.05 | 0.73 | 0.73 | |
| LocalOpt (Acc)KGE Model=ComplEx, n=5002023.05 | 0.72 | 0.7 | |
| ACTC-LRSelection=density, KGE Model=ConvE, n=5002023.05 | 0.72 | 0.71 | |
| ACTC-LRSelection=density, KGE Model=RESCAL, n=5002023.05 | 0.72 | 0.7 | |
| ACTC-GPSelection=density, KGE Model=ConvE, n=5002023.05 | 0.72 | 0.7 | |
| ACTC-LRSelection=random, KGE Model=ConvE, n=5002023.05 | 0.72 | 0.72 | |
| ACTC-GPSelection=random, KGE Model=RESCAL, n=5002023.05 | 0.72 | 0.71 | |
| ACTC-GPSelection=random, KGE Model=ConvE, n=5002023.05 | 0.71 | 0.71 | |
| LocalOpt (F1)KGE Model=ComplEx, n=5002023.05 | 0.7 | 0.69 | |
| ACTC-LRSelection=random, KGE Model=TransE, n=5002023.05 | 0.69 | 0.69 | |
| LocalOpt (Acc)KGE Model=ConvE, n=5002023.05 | 0.68 | 0.66 | |
| LocalOpt (Acc)KGE Model=RESCAL, n=5002023.05 | 0.68 | 0.67 | |
| GlobalOpt (F1)KGE Model=ConvE, n=5002023.05 | 0.68 | 0.7 | |
| GlobalOpt (F1)KGE Model=RESCAL, n=5002023.05 | 0.68 | 0.71 | |
| ACTC-GPSelection=random, KGE Model=TransE, n=5002023.05 | 0.67 | 0.66 | |
| LocalOpt (F1)KGE Model=ConvE, n=5002023.05 | 0.66 | 0.66 | |
| LocalOpt (F1)KGE Model=RESCAL, n=5002023.05 | 0.66 | 0.67 | |
| LocalOpt (Acc)KGE Model=TransE, n=5002023.05 | 0.65 | 0.64 | |
| GlobalOpt (F1)KGE Model=TransE, n=5002023.05 | 0.65 | 0.68 | |
| ACTC-LRSelection=density, KGE Model=TransE, n=5002023.05 | 0.64 | 0.65 | |
| ACTC-GPSelection=density, KGE Model=TransE, n=5002023.05 | 0.64 | 0.65 | |
| LocalOpt (F1)KGE Model=TransE, n=5002023.05 | 0.63 | 0.64 |