Dialogue state tracking results on the single-domain WOZ. The upper part is classification-based models and the lower part belongs to generation-based model. † represents that the result is produced by us from the released code.
| Model . | JGA . |
|---|---|
| WOZ . | |
| NBT (Mrkšić et al., 2017) | 84.4 |
| GLAD (Zhong et al., 2018) | 88.1 |
| GCE (Nouri and Hosseini-Asl, 2018) | 88.5 |
| G-SAT (Balaraman and Magnini, 2019) | 88.7 |
| StateNet (Ren et al., 2018) | 88.9 |
| BERT-DST (Lai et al., 2020) | 90.5 |
| TRADE (Wu et al., 2019)† | 84.5 |
| OPAL | 91.2 |
| Model . | JGA . |
|---|---|
| WOZ . | |
| NBT (Mrkšić et al., 2017) | 84.4 |
| GLAD (Zhong et al., 2018) | 88.1 |
| GCE (Nouri and Hosseini-Asl, 2018) | 88.5 |
| G-SAT (Balaraman and Magnini, 2019) | 88.7 |
| StateNet (Ren et al., 2018) | 88.9 |
| BERT-DST (Lai et al., 2020) | 90.5 |
| TRADE (Wu et al., 2019)† | 84.5 |
| OPAL | 91.2 |