Backward Transition Handling on PFDial-H (test)
76.25AccuracyQwen2.5-7B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2.5-7BTraining Approach=Integrated Training2025.03 | 76.25 | 86.36 | 72.41 | |
| Qwen2.5-3BTraining Approach=Integrated Training2025.03 | 75 | 90.91 | 68.97 | |
| Qwen2.5-1.5BTraining Approach=Integrated Training2025.03 | 70 | 72.73 | 68.97 | |
| Qwen2.5-7BTraining Approach=Secondary Fine-tuning2025.03 | 66.25 | 90.91 | 56.9 | |
| Qwen2.5-0.5BTraining Approach=Integrated Training2025.03 | 65 | 72.73 | 62.07 | |
| GPT-4oTraining Approach=Baselines2025.03 | 58.75 | 68.18 | 55.17 | |
| Qwen2.5-0.5BTraining Approach=Secondary Fine-tuning2025.03 | 58.75 | 77.27 | 51.72 | |
| Claude-3.5-SonnetTraining Approach=Baselines2025.03 | 57.5 | 59.09 | 56.9 | |
| Qwen2.5-3BTraining Approach=Secondary Fine-tuning2025.03 | 57.5 | 59.09 | 56.9 | |
| GPT-3.5-TurboTraining Approach=Baselines2025.03 | 51.25 | 54.55 | 50 | |
| Qwen2.5-1.5BTraining Approach=Secondary Fine-tuning2025.03 | 47.5 | 45.45 | 48.28 | |
| DeepSeek-v3Training Approach=Baselines2025.03 | 40 | 31.82 | 43.1 | |
| Qwen2.5-7B-InstructTraining Approach=Baselines2025.03 | 31.25 | 31.82 | 31.03 | |
| Gemini-2.0-Flash-ExpTraining Approach=Baselines2025.03 | 26.25 | 22.73 | 27.59 | |
| LLaMA-3.1-8B-InstructTraining Approach=Baselines2025.03 | 15 | 13.64 | 15.52 |