| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dialogue State Tracking | WOZ 2.0 (test) | Joint Goal Accuracy91.37 | 65 | |
| Dialogue State Tracking | WOZ 2.0 | Joint GA91.2 | 7 | |
| Dialog response generation | FEWSHOTWOZ (test) | Informativeness2.92 | 4 | |
| Knowledge Retrieval | Woz 2.1 (test) | Joint Accuracy0.8024 | 3 | |
| Dialog Response Generation | FEWSHOTWOZ Taxi 1.0 (test) | BLEU19.7 | 3 | |
| Dialog Response Generation | FEWSHOTWOZ train 1.0 (test) | BLEU17.21 | 3 | |
| Dialog Response Generation | FEWSHOTWOZ Attraction 1.0 (test) | BLEU20.69 | 3 | |
| Dialog Response Generation | FEWSHOTWOZ Restaurant 1.0 (test) | BLEU38.08 | 3 | |
| Goal-oriented dialogue | WOZ (test) | dsEM84.9 | 2 | |
| Dialog State Tracking | WOZ Italian (IT) (test) | JGA71.4 | 2 |