Dialogue on Second dialogue state tracking challenge
Metric: Joint (higher is better)
Metric: Joint (higher is better)
| # | Model↕ | Joint▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Seq2Seq-DU-w/oSchema | 85 | No | A Sequence-to-Sequence Approach to Dialogue Stat... | 2020-11-18 | Code |
| 2 | StateNet | 75.5 | No | Towards Universal Dialogue State Tracking | 2018-10-22 | Code |
| 3 | Zhong et al. | 74.5 | No | Global-Locally Self-Attentive Dialogue State Tra... | 2018-05-19 | Code |
| 4 | T5 (span) | 73.6 | No | Effective Sequence-to-Sequence Dialogue State Tr... | 2021-08-31 | Code |
| 5 | Neural belief tracker | 73.4 | No | Neural Belief Tracker: Data-Driven Dialogue Stat... | 2016-06-12 | - |
| 6 | Liu et al. | 72 | No | Dialogue Learning with Human Teaching and Feedba... | 2018-04-18 | Code |
| 7 | RNN | 69 | No | - | - | - |