{ "nodes": 5000, "knn": 32, "eigenpairs": 96, "heat_scales": 24, "message_passing_steps": 3, "graph_signature_retrieval": { "r@1": 0.0007999999797903001, "r@5": 0.0020000000949949026, "r@10": 0.003599999938160181, "mean_reciprocal_rank": 0.003146447939798236, "median_rank": 2043.0, "chance_r@1": 0.0002, "chance_r@5": 0.001, "chance_r@10": 0.002 }, "bundle_signature_retrieval": { "r@1": 0.00019999999494757503, "r@5": 0.0012000000569969416, "r@10": 0.0026000000070780516, "mean_reciprocal_rank": 0.0020758556202054024, "median_rank": 2313.0, "chance_r@1": 0.0002, "chance_r@5": 0.001, "chance_r@10": 0.002 }, "combined_signature_retrieval": { "r@1": 0.0006000000284984708, "r@5": 0.00279999990016222, "r@10": 0.004399999976158142, "mean_reciprocal_rank": 0.003266085870563984, "median_rank": 2142.0, "chance_r@1": 0.0002, "chance_r@5": 0.001, "chance_r@10": 0.002 }, "evaluation_note": "Each signature is computed independently from one modality. Ground truth is loaded only after graph construction to score the hidden permutation." }