Metric: Request (higher is better)
| # | Model↕ | Request▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BERT-based tracker | 97.6 | No | A Simple but Effective BERT Model for Dialog Sta... | 2019-10-28 | - |
| 2 | GCE | 97.4 | No | Toward Scalable Neural Dialogue State Tracking M... | 2018-12-03 | Code |
| 3 | Zhong et al. | 97.1 | No | Global-Locally Self-Attentive Dialogue State Tra... | 2018-05-19 | Code |
| 4 | G-SAT | 96.9 | No | Scalable Neural Dialogue State Tracking | 2019-10-22 | Code |
| 5 | Neural belief tracker | 96.5 | No | Neural Belief Tracker: Data-Driven Dialogue Stat... | 2016-06-12 | - |
| 6 | RNN | 87.1 | No | - | - | - |