Open-style Response Generation on Open-LLM Leaderboard
53.45AccuracyDRAG_E
Evaluation Results
| Method | Links | |
|---|---|---|
| DRAG_EBackbone=Gemma-2-9b-it, Distillation=Evidence-based2025.06 | 53.45 | |
| DRAG_CBackbone=Gemma-2-9b-it, Distillation=Combined2025.06 | 53.19 | |
| DRAG_CBackbone=Qwen2.5-7B-Instruct, Distillation=Combined2025.06 | 52.66 | |
| DRAG_EBackbone=Qwen2.5-7B-Instruct, Distillation=Evidence-based2025.06 | 52.36 | |
| DRAG_CBackbone=Llama-3.1-8B-Instruct, Distillation=Combined2025.06 | 51.73 | |
| DRAG_EBackbone=Llama-3.1-8B-Instruct, Distillation=Evidence-based2025.06 | 50.26 | |
| DRAG_GBackbone=Llama-3.1-8B-Instruct, Distillation=Graph-based2025.06 | 49.13 | |
| DRAG_GBackbone=Gemma-2-9b-it, Distillation=Graph-based2025.06 | 49.12 | |
| DRAG_GBackbone=Qwen2.5-7B-Instruct, Distillation=Graph-based2025.06 | 48.73 | |
| Gemma-2-9b-itDistillation=None2025.06 | 46.44 | |
| Llama-3.1-8B-InstructDistillation=None2025.06 | 45.07 | |
| Qwen2.5-7B-InstructDistillation=None2025.06 | 44.67 | |
| DRAG_EBackbone=Phi-3.5-mini-instruct, Distillation=Evidence-based2025.06 | 40.13 | |
| DRAG_CBackbone=Phi-3.5-mini-instruct, Distillation=Combined2025.06 | 39.84 | |
| DRAG_GBackbone=Phi-3.5-mini-instruct, Distillation=Graph-based2025.06 | 38.22 | |
| DRAG_CBackbone=Qwen2.5-3B-Instruct, Distillation=Combined2025.06 | 37.5 | |
| DRAG_EBackbone=Gemma-2-2b-it, Distillation=Evidence-based2025.06 | 37.31 | |
| DRAG_CBackbone=Gemma-2-2b-it, Distillation=Combined2025.06 | 37.26 | |
| DRAG_EBackbone=Qwen2.5-3B-Instruct, Distillation=Evidence-based2025.06 | 37.23 | |
| DRAG_GBackbone=Qwen2.5-3B-Instruct, Distillation=Graph-based2025.06 | 36.01 | |
| DRAG_GBackbone=Gemma-2-2b-it, Distillation=Graph-based2025.06 | 35.98 | |
| Phi-3.5-mini-instructDistillation=None2025.06 | 35.26 | |
| DRAG_EBackbone=Llama-3.2-3B-Instruct, Distillation=Evidence-based2025.06 | 34.12 | |
| DRAG_CBackbone=Llama-3.2-3B-Instruct, Distillation=Combined2025.06 | 33.65 | |
| DRAG_GBackbone=Llama-3.2-3B-Instruct, Distillation=Graph-based2025.06 | 32.79 | |
| Qwen2.5-3B-InstructDistillation=None2025.06 | 32.59 | |
| Gemma-2-2b-itDistillation=None2025.06 | 32.54 | |
| Llama-3.2-3B-InstructDistillation=None2025.06 | 29.85 |