Dialogue Response Selection on Ubuntu (test)
0.867R@1 (R10)SA-BERT+HCL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SA-BERT+HCLTraining=Hierarchical Curriculum Learning2020.12 | 0.867 | 0.977 | 0.94 | 0.992 | |
| SA-BERT2020.12 | 0.855 | 0.965 | 0.928 | 0.983 | |
| MSN+HCLTraining=Hierarchical Curriculum Learning2020.12 | 0.826 | 0.969 | 0.924 | 0.989 | |
| MSN2020.12 | 0.8 | — | 0.899 | 0.978 | |
| IOI2020.12 | 0.796 | 0.947 | 0.894 | 0.974 | |
| MRFN2020.12 | 0.786 | 0.945 | 0.886 | 0.976 | |
| SMN+HCLTraining=Hierarchical Curriculum Learning2020.12 | 0.777 | 0.947 | 0.885 | 0.981 | |
| DAM2020.12 | 0.767 | 0.938 | 0.874 | 0.969 | |
| DUA2020.12 | 0.752 | — | 0.868 | 0.962 | |
| SMN2020.12 | 0.726 | 0.926 | 0.847 | 0.961 | |
| Multi-View2020.12 | 0.662 | 0.908 | 0.801 | 0.951 | |
| MV-LSTM2020.12 | 0.653 | 0.906 | 0.804 | 0.946 | |
| Match-LSTM2020.12 | 0.653 | 0.904 | 0.799 | 0.944 | |
| LSTM2020.12 | 0.638 | 0.901 | 0.784 | 0.949 | |
| Bi-LSTM2020.12 | 0.63 | 0.895 | 0.78 | 0.944 | |
| DL2R2020.12 | 0.626 | 0.899 | 0.783 | 0.944 | |
| CNN2020.12 | 0.549 | 0.848 | 0.684 | 0.896 | |
| RNN2020.12 | 0.403 | 0.768 | 0.547 | 0.819 |