Dialogue State Transition Prediction on PFDial 1.0 (ID-test)
99.03AccuracyLLaMA-3.1-8B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLaMA-3.1-8BTraining Setting=Fine-tuned on PFDial2025.03 | 99.03 | 98.31 | 99.17 | |
| Qwen2.5-0.5BTraining Setting=Fine-tuned on PFDial2025.03 | 98.99 | 98.02 | 99.17 | |
| Qwen2.5-7BTraining Setting=Fine-tuned on PFDial2025.03 | 98.94 | 98.02 | 99.11 | |
| LLaMA-3.2-1BTraining Setting=Fine-tuned on PFDial2025.03 | 98.9 | 98.59 | 98.96 | |
| Qwen2.5-1.5BTraining Setting=Fine-tuned on PFDial2025.03 | 98.9 | 97.46 | 99.17 | |
| LLaMA-3.2-3BTraining Setting=Fine-tuned on PFDial2025.03 | 98.77 | 98.02 | 98.91 | |
| Qwen2.5-3BTraining Setting=Fine-tuned on PFDial2025.03 | 98.77 | 98.31 | 98.85 |