rag-vector-hybrid-graph / eval /reference /perf_scifact.json
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{
"config": {
"dataset": "scifact",
"n_docs": 5183,
"embedder": "all-MiniLM-L6-v2",
"n_queries": 200,
"k": 10,
"repeats": 3
},
"build_seconds": {
"shared_embed_faiss": 45.25,
"embed": 45.24,
"faiss": 0.01,
"vector_total": 45.25,
"hybrid_total": 63.18,
"hybrid_bm25": 17.93,
"graph_total": 218.89,
"graph_ner_build": 173.6
},
"stacks": {
"vector": {
"ndcg@10": 0.6484,
"latency": {
"median_ms": 8.4,
"p95_ms": 11.14,
"p99_ms": 13.25,
"mean_ms": 8.87,
"n_calls": 600
},
"throughput_qps": {
"1": 101.9,
"2": 121.6,
"4": 138.0,
"8": 140.2
}
},
"hybrid": {
"ndcg@10": 0.7108,
"latency": {
"median_ms": 15.68,
"p95_ms": 21.65,
"p99_ms": 24.37,
"mean_ms": 16.23,
"n_calls": 600
},
"throughput_qps": {
"1": 58.4,
"2": 65.8,
"4": 68.3,
"8": 64.6
}
},
"graph": {
"ndcg@10": 0.6426,
"latency": {
"median_ms": 12.38,
"p95_ms": 16.68,
"p99_ms": 18.32,
"mean_ms": 12.9,
"n_calls": 600
},
"throughput_qps": {
"1": 73.5,
"2": 91.7,
"4": 97.8,
"8": 75.9
}
}
}
}