{ "nodes": 500, "knn": 32, "eigenpairs": 96, "heat_scales": 24, "graph_signature_retrieval": { "r@1": 0.0020000000949949026, "r@5": 0.014000000432133675, "r@10": 0.026000000536441803, "mean_reciprocal_rank": 0.016046954318881035, "median_rank": 231.0, "chance_r@1": 0.002, "chance_r@5": 0.01, "chance_r@10": 0.02 }, "bundle_signature_retrieval": { "r@1": 0.0, "r@5": 0.012000000104308128, "r@10": 0.026000000536441803, "mean_reciprocal_rank": 0.013706819154322147, "median_rank": 231.0, "chance_r@1": 0.002, "chance_r@5": 0.01, "chance_r@10": 0.02 }, "combined_signature_retrieval": { "r@1": 0.004000000189989805, "r@5": 0.012000000104308128, "r@10": 0.024000000208616257, "mean_reciprocal_rank": 0.0176099743694067, "median_rank": 232.0, "chance_r@1": 0.002, "chance_r@5": 0.01, "chance_r@10": 0.02 }, "evaluation_note": "Each signature is computed independently from one modality. Ground truth is loaded only after graph construction to score the hidden permutation." }