Triple classification on FB13 (test)
91.9AccuracyRMNN
Evaluation Results
| Method | Links | |
|---|---|---|
| RMNN2016.03 | 91.9 | |
| LASSbackbone=BERT, size=Large2022.09 | 91.8 | |
| PALTModel Category=General, Size=LARGE2022.10 | 91.7 | |
| LASSbackbone=RoBERTa, size=Large2022.09 | 91.6 | |
| DNN2016.03 | 91.5 | |
| PALTModel Category=General, Size=BASE2022.10 | 91.3 | |
| LASSbackbone=BERT, size=Base2022.09 | 91.2 | |
| LASSbackbone=RoBERTa, size=Base2022.09 | 91.1 | |
| KG-BERT(a)2019.09 | 90.4 | |
| KG-BERT2022.09 | 90.4 | |
| KG-BERTModel Category=General2022.10 | 90.4 | |
| NTN2016.03 | 90 | |
| NTN2019.09 | 90 | |
| NTN2022.09 | 90 | |
| NTNModel Category=Task-specific2022.10 | 90 | |
| DOLORES2019.09 | 89.3 | |
| DOLORES2022.09 | 89.3 | |
| DOLORESModel Category=Task-specific2022.10 | 89.3 | |
| TransD2019.09 | 89.1 | |
| TransD2022.09 | 89.1 | |
| TransDModel Category=Task-specific2022.10 | 89.1 | |
| DistMult-HRS2019.09 | 89 | |
| DistMult-HRS2022.09 | 89 | |
| DistMult-HRSModel Category=Task-specific2022.10 | 89 | |
| ConvKB2019.09 | 88.8 | |
| ConvKB2022.09 | 88.8 | |
| ConvKBModel Category=Task-specific2022.10 | 88.8 | |
| TranSparse-S2019.09 | 88.2 | |
| TranSparse-S2022.09 | 88.2 | |
| TranSparse-SModel Category=Task-specific2022.10 | 88.2 | |
| TransG2019.09 | 87.3 | |
| TransG2022.09 | 87.3 | |
| TransGModel Category=Task-specific2022.10 | 87.3 | |
| AATE2019.09 | 87.2 | |
| AATE2022.09 | 87.2 | |
| AATEModel Category=Task-specific2022.10 | 87.2 | |
| DistMult2019.09 | 86.2 | |
| DistMult2022.09 | 86.2 | |
| DistMultModel Category=Task-specific2022.10 | 86.2 | |
| TEKE2019.09 | 84.2 | |
| TEKE2022.09 | 84.2 | |
| TEKEModel Category=Task-specific2022.10 | 84.2 | |
| TransH2016.03 | 83.3 | |
| TransH2019.09 | 83.3 | |
| TransH2022.09 | 83.3 | |
| TransHModel Category=Task-specific2022.10 | 83.3 | |
| TransR2016.03 | 82.5 | |
| TransR2019.09 | 82.5 | |
| TransR2022.09 | 82.5 | |
| TransRModel Category=Task-specific2022.10 | 82.5 | |
| TransE2016.03 | 81.5 | |
| TransE2019.09 | 81.5 | |
| TransE2022.09 | 81.5 | |
| TransEModel Category=Task-specific2022.10 | 81.5 | |
| SME2016.03 | 63.7 |