Retrieval-Augmented Generation on CHAMP
45.2AccuracyReFeedL
Evaluation results
| Method | Links | |
|---|---|---|
| ReFeedLModel=Qwen3-8B, Retrieval Selection=top-12026.02 | 45.2 | |
| OursModel=Qwen3-8B, Retrieval Selection=top-12026.02 | 45.2 | |
| InstructRAGModel=Qwen3-8B, Retrieval Selection=top-12026.02 | 44.8 | |
| DPRModel=Qwen3-8B, Retrieval Selection=top-12026.02 | 43.7 | |
| BM25Model=Qwen3-8B, Retrieval Selection=top-12026.02 | 42.6 | |
| ZeroModel=Qwen3-8B, Retrieval Selection=top-12026.02 | 39.6 | |
| OursModel=Llama-3.1-8B, Retrieval Selection=top-12026.02 | 25.2 | |
| ReFeedLModel=Llama-3.1-8B, Retrieval Selection=top-12026.02 | 24.8 | |
| InstructRAGModel=Llama-3.1-8B, Retrieval Selection=top-12026.02 | 24.1 | |
| DPRModel=Llama-3.1-8B, Retrieval Selection=top-12026.02 | 23 | |
| BM25Model=Llama-3.1-8B, Retrieval Selection=top-12026.02 | 22.2 | |
| ZeroModel=Llama-3.1-8B, Retrieval Selection=top-12026.02 | 14.1 |