Question Answering on TriviaQA (EM, F1, AVG.)
59.65EMCQC-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CQC-RAGRAG Framework=Multi-path RAG2026.06 | 59.65 | 70.73 | 65.19 | |
| DMQR-RAGRAG Framework=Multi-path RAG2026.06 | 54.89 | 66.04 | 60.47 | |
| Speculative RAGRAG Framework=Multi-path RAG2026.06 | 54.44 | 64.03 | 59.24 | |
| Llama-3.1-8B-InstructRAG Framework=Standard RAG2026.06 | 54.35 | 64.4 | 59.38 | |
| Self-CertaintyRAG Framework=Multi-path RAG2026.06 | 51.1 | 61.3 | 56.2 | |
| Qwen3-8BRAG Framework=Standard RAG2026.06 | 49.18 | 63.61 | 56.4 | |
| Mistral-7B-InstructRAG Framework=Standard RAG2026.06 | 39.13 | 54.21 | 46.67 | |
| SPARC-RAGRAG Framework=Multi-path RAG2026.06 | 36.68 | 47.34 | 42.01 |