Relation Classification on Wiki80 (test)
93.4AccuracyERNIE
Evaluation results
| Method | Links | |
|---|---|---|
| ERNIESupervised training data percentage=100%2022.02 | 93.4 | |
| PELTSupervised training data percentage=100%2022.02 | 93.4 | |
| LUKESupervised training data percentage=100%2022.02 | 92.9 | |
| KEPLERSupervised training data percentage=100%2022.02 | 91.7 | |
| RoBERTaSupervised training data percentage=100%2022.02 | 91.7 | |
| PELTSupervised training data percentage=10%2022.02 | 88.3 | |
| ERNIESupervised training data percentage=10%2022.02 | 87.7 | |
| LUKESupervised training data percentage=10%2022.02 | 86.9 | |
| RoBERTaSupervised training data percentage=10%2022.02 | 85.7 | |
| KEPLERSupervised training data percentage=10%2022.02 | 85.4 | |
| ERNIESupervised training data percentage=1%2022.02 | 66.4 | |
| PELTSupervised training data percentage=1%2022.02 | 65.6 | |
| LUKESupervised training data percentage=1%2022.02 | 63.1 | |
| KEPLERSupervised training data percentage=1%2022.02 | 62.3 | |
| RoBERTaSupervised training data percentage=1%2022.02 | 59.8 |