Dialogue State Tracking on SGD Messaging
67.79JGAHiCoLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiCoLoRAYear=2025, Zero-shot=true2025.09 | 67.79 | 88.1 | |
| DualLoRAYear=2024, Zero-shot=true2025.09 | 65.1 | 85.5 | |
| T5DSTYear=2021, Zero-shot=true2025.09 | 59.2 | — | |
| PrompterYear=2023, Zero-shot=true2025.09 | 59.2 | — | |
| SlotDM-DSTYear=2022, Zero-shot=true2025.09 | 36.6 | 61.4 | |
| DCCYear=2023, Zero-shot=true2025.09 | 28.8 | — | |
| Transfer-QAYear=2021, Zero-shot=true2025.09 | 13.3 | 37.9 | |
| SGD-baselineYear=2019, Zero-shot=true2025.09 | 10.2 | 20 | |
| Seq2seq-DUYear=2021, Zero-shot=true2025.09 | 4.9 | — |