Instruction Following on BioInstruct
32.89ROUGE-LP2D† + P2D‡
Evaluation results
| Method | Links | |
|---|---|---|
| P2D† + P2D‡Backbone=Qwen-3-8B, Data Selection Method=P2D†, Fine-tuning Strategy=P2D‡, Data Ratio (ρD)=10%, Head Ratio (ρP)=10%2026.05 | 32.89 | |
| P2D† + P2D‡Backbone=Qwen-2.5-7B-Instruct, Data Selection Method=P2D†, Fine-tuning Strategy=P2D‡, Data Ratio (ρD)=10%, Head Ratio (ρP)=10%2026.05 | 32.78 | |
| P2D† + P2D‡Backbone=Llama-3-8B-Instruct, Data Selection Method=P2D†, Fine-tuning Strategy=P2D‡, Data Ratio (ρD)=10%, Head Ratio (ρP)=10%2026.05 | 32.56 | |
| VanillaBackbone=Qwen-2.5-7B-Instruct, Data Selection Method=None, Fine-tuning Strategy=None, Data Ratio (ρD)=–, Head Ratio (ρP)=–2026.05 | 16.35 | |
| VanillaBackbone=Qwen-3-8B, Data Selection Method=None, Fine-tuning Strategy=None, Data Ratio (ρD)=–, Head Ratio (ρP)=–2026.05 | 12.94 | |
| VanillaBackbone=Llama-3-8B-Instruct, Data Selection Method=None, Fine-tuning Strategy=None, Data Ratio (ρD)=–, Head Ratio (ρP)=–2026.05 | 12.92 |