{ "nodes": 5000, "knn": 32, "eigenpairs": 96, "heat_scales": 24, "message_passing_steps": 0, "graph_signature_retrieval": { "r@1": 0.00019999999494757503, "r@5": 0.002199999988079071, "r@10": 0.004999999888241291, "mean_reciprocal_rank": 0.003132139565423131, "median_rank": 2025.0, "chance_r@1": 0.0002, "chance_r@5": 0.001, "chance_r@10": 0.002 }, "bundle_signature_retrieval": { "r@1": 0.00019999999494757503, "r@5": 0.0010000000474974513, "r@10": 0.0026000000070780516, "mean_reciprocal_rank": 0.0020724113564938307, "median_rank": 2343.0, "chance_r@1": 0.0002, "chance_r@5": 0.001, "chance_r@10": 0.002 }, "combined_signature_retrieval": { "r@1": 0.00039999998989515007, "r@5": 0.003000000026077032, "r@10": 0.005799999926239252, "mean_reciprocal_rank": 0.0033490441273897886, "median_rank": 2013.0, "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." }