Categorical classification on LaMP-2 (test)
66.1AccuracyClusterRAG-H
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ClusterRAG-Hvariant=H2026.04 | 66.1 | 62 | |
| ClusterRAG-Uvariant=U2026.04 | 64.9 | 61.2 | |
| ClusterRAG-Cvariant=C2026.04 | 64.4 | 60.7 | |
| LaMP-IPA2026.04 | 57 | 52.2 | |
| PPlugRetrieval Strategy=Plug-and-Play2024.09 | 55.9 | 49.5 | |
| CFRAG2026.04 | 53.4 | 3.6 | |
| vanillaRAG2026.04 | 52 | 44 | |
| ROPG2026.04 | 46.8 | 3.1 | |
| RSPG-PostRetrieval Strategy=Optimized RBP2024.09 | 43 | 33.9 | |
| RSPG-PreRetrieval Strategy=Optimized RBP2024.09 | 40.5 | 31.4 | |
| ContrieverRetrieval Strategy=Naive RBP2024.09 | 39.6 | 30.4 | |
| ROPG-KDRetrieval Strategy=Optimized RBP2024.09 | 39.6 | 30.6 | |
| ROPG-RLRetrieval Strategy=Optimized RBP2024.09 | 39.1 | 30 | |
| BM25Retrieval Strategy=Naive RBP2024.09 | 38.7 | 30.6 | |
| RecencyRetrieval Strategy=Naive RBP2024.09 | 37.7 | 29.5 | |
| FlanT5-XXLRetrieval Strategy=Ad-hoc2024.09 | 35.9 | 27.6 |