Proactive Dialogue Generation on DuRecDial ID 1.0 (test)
1.46PPLQwen
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| QwenModel Size=32B, Evaluation Protocol=Prompt-based2026.05 | 1.46 | 31.2 | 0.23 | 0.16 | 0.007 | 0.073 | 42.09 | 2.22 | |
| QwenModel Size=14B, Evaluation Protocol=Prompt-based2026.05 | 1.53 | 30.17 | 0.221 | 0.15 | 0.007 | 0.079 | 45.32 | 2.81 | |
| LLaMAModel Size=8B, Evaluation Protocol=Prompt-based2026.05 | 1.75 | 28.61 | 0.224 | 0.156 | 0.009 | 0.097 | 38.84 | 15.51 | |
| LLaMAModel Size=3B, Evaluation Protocol=Fine-tuning2026.05 | 3.32 | 48.09 | 0.434 | 0.363 | 0.015 | 0.118 | 63.44 | 26.29 | |
| LLaMAModel Size=1B, Evaluation Protocol=Fine-tuning2026.05 | 3.61 | 44.95 | 0.402 | 0.33 | 0.014 | 0.104 | 57.24 | 37.52 | |
| QwenModel Size=3B, Evaluation Protocol=Fine-tuning2026.05 | 3.66 | 48.99 | 0.442 | 0.368 | 0.016 | 0.134 | 64.56 | 22.01 | |
| Our0.3B (soft)Inference Mode=Soft2026.05 | 3.87 | 44.87 | 0.433 | 0.348 | 0.01 | 0.061 | 49.83 | 17.13 | |
| Our0.3B (hard)Inference Mode=Hard2026.05 | 3.89 | 44.7 | 0.433 | 0.347 | 0.01 | 0.061 | 49.62 | 17.13 |