rag-vector-hybrid-graph / eval /reference /rerank_scifact.json
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Deploy the RAG comparison app
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{
"config": {
"dataset": "scifact",
"candidates": 30,
"embedder": "all-MiniLM-L6-v2",
"n_queries": 100,
"reranker": "cross-encoder/ms-marco-MiniLM-L-6-v2"
},
"stacks": {
"Vector": {
"ndcg_base": 0.7009,
"ndcg_replace": 0.7297,
"ndcg_fusion": 0.74,
"delta_replace": 0.0288,
"delta_fusion": 0.0391,
"rerank_ms_per_query": 775.2
},
"Hybrid": {
"ndcg_base": 0.7766,
"ndcg_replace": 0.7254,
"ndcg_fusion": 0.767,
"delta_replace": -0.0512,
"delta_fusion": -0.0097,
"rerank_ms_per_query": 725.8
},
"Graph": {
"ndcg_base": 0.7024,
"ndcg_replace": 0.7297,
"ndcg_fusion": 0.7327,
"delta_replace": 0.0273,
"delta_fusion": 0.0303,
"rerank_ms_per_query": 761.5
}
}
}