Adaptive Tool Use on MetaTool
520Tool Invocations CountAlways Call
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Always CallBackbone=LM3-8B, Fine-tuning stage=Pre Fine-tuning2025.02 | 520 | 0.5 | |
| Always CallBackbone=LM3-8B, Fine-tuning stage=Post Fine-tuning2025.02 | 520 | 0.5 | |
| NaiveBackbone=LM3-8B, Fine-tuning stage=Pre Fine-tuning2025.02 | 296 | 0.619 | |
| NaiveBackbone=LM3-8B, Fine-tuning stage=Post Fine-tuning2025.02 | 277 | 0.821 | |
| PyesBackbone=LM3-8B, Fine-tuning stage=Post Fine-tuning2025.02 | 273 | 0.817 | |
| MeCoBackbone=LM3-8B, Fine-tuning stage=Post Fine-tuning2025.02 | 240 | 0.843 | |
| PyesBackbone=LM3-8B, Fine-tuning stage=Pre Fine-tuning2025.02 | 208 | 0.635 | |
| MeCoBackbone=LM3-8B, Fine-tuning stage=Pre Fine-tuning2025.02 | 206 | 0.65 |