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rag-vector-hybrid-graph
File size: 813 Bytes
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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
    }
  }
}