Datasets:
Languages:
English
Size:
10K<n<100K
Tags:
retrieval-augmented-generation
rag
causal-reasoning
multi-hop-qa
semantic-drift
context-window-poisoning
License:
| system,em,f1,faithfulness,sdr_pct,cpr_pct,latency_ms,delta_em_vs_naive | |
| Naive RAG,61.2,68.4,0.71,,,120,0 | |
| BM25+Rerank,59.8,66.1,0.69,,,95,-1.4 | |
| HyDE,64.1,71.8,0.74,12,8,340,2.9 | |
| CRAG,66.9,74.3,0.78,31,19,290,5.7 | |
| Self-RAG,68.4,75.9,0.81,35,24,410,7.2 | |
| FiD,63.5,70.2,0.73,8,5,280,2.3 | |
| FLARE,65.7,72.9,0.75,14,10,320,4.5 | |
| VORTEXRAG,74.8,82.6,0.94,61,71,185,13.6 | |