Dialogue State Tracking On Wizard Of Oz
評価指標
Joint
Request
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Joint | Request | Paper Title | Repository |
|---|---|---|---|---|
| BERT-based tracker | 90.5 | 97.6 | A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems | - |
| Zhong et al. | 88.1 | 97.1 | Global-Locally Self-Attentive Dialogue State Tracker | |
| T5 (span) | 91 | - | Effective Sequence-to-Sequence Dialogue State Tracking | |
| Seq2Seq-DU-w/oSchema | 91.2 | - | A Sequence-to-Sequence Approach to Dialogue State Tracking | |
| G-SAT | 88.7 | 96.9 | Scalable Neural Dialogue State Tracking | |
| StateNet | 88.9 | - | Towards Universal Dialogue State Tracking | |
| GCE | 88.5 | 97.4 | Toward Scalable Neural Dialogue State Tracking Model | |
| Neural belief tracker | 84.4 | 96.5 | Neural Belief Tracker: Data-Driven Dialogue State Tracking | - |
| RNN | 70.8 | 87.1 | - | - |
| AG-DST | 91.37 | - | Amendable Generation for Dialogue State Tracking | - |
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