{ "nodes": 2000, "knn": 32, "eigenpairs": 96, "heat_scales": 24, "graph_signature_retrieval": { "r@1": 0.001500000013038516, "r@5": 0.005499999970197678, "r@10": 0.009999999776482582, "mean_reciprocal_rank": 0.006626925431191921, "median_rank": 812.0, "chance_r@1": 0.0005, "chance_r@5": 0.0025, "chance_r@10": 0.005 }, "bundle_signature_retrieval": { "r@1": 0.0010000000474974513, "r@5": 0.0020000000949949026, "r@10": 0.004000000189989805, "mean_reciprocal_rank": 0.004298829007893801, "median_rank": 955.0, "chance_r@1": 0.0005, "chance_r@5": 0.0025, "chance_r@10": 0.005 }, "combined_signature_retrieval": { "r@1": 0.001500000013038516, "r@5": 0.007499999832361937, "r@10": 0.010999999940395355, "mean_reciprocal_rank": 0.008022183552384377, "median_rank": 833.0, "chance_r@1": 0.0005, "chance_r@5": 0.0025, "chance_r@10": 0.005 }, "evaluation_note": "Each signature is computed independently from one modality. Ground truth is loaded only after graph construction to score the hidden permutation." }