Dialogue State Tracking on SGD (train)
55.99JGAHiCoLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiCoLoRAYear=2025, Zero-shot=true2025.09 | 55.99 | 93.8 | |
| T5DSTYear=2021, Zero-shot=true2025.09 | 53 | — | |
| DualLoRAYear=2024, Zero-shot=true2025.09 | 52.9 | 89.3 | |
| PrompterYear=2023, Zero-shot=true2025.09 | 50.8 | — | |
| SlotDM-DSTYear=2022, Zero-shot=true2025.09 | 46.7 | 86.9 | |
| DCCYear=2023, Zero-shot=true2025.09 | 42.3 | — | |
| Transfer-QAYear=2021, Zero-shot=true2025.09 | 17.4 | 64.9 | |
| Seq2seq-DUYear=2021, Zero-shot=true2025.09 | 16.8 | — | |
| SGD-baselineYear=2019, Zero-shot=true2025.09 | 13.6 | 63.5 |