{ "nodes": 1000, "knn": 32, "eigenpairs": 96, "heat_scales": 24, "graph_signature_retrieval": { "r@1": 0.0020000000949949026, "r@5": 0.00800000037997961, "r@10": 0.013000000268220901, "mean_reciprocal_rank": 0.010991103015840054, "median_rank": 421.0, "chance_r@1": 0.001, "chance_r@5": 0.005, "chance_r@10": 0.01 }, "bundle_signature_retrieval": { "r@1": 0.0, "r@5": 0.004999999888241291, "r@10": 0.008999999612569809, "mean_reciprocal_rank": 0.006700478959828615, "median_rank": 483.0, "chance_r@1": 0.001, "chance_r@5": 0.005, "chance_r@10": 0.01 }, "combined_signature_retrieval": { "r@1": 0.004000000189989805, "r@5": 0.010999999940395355, "r@10": 0.017999999225139618, "mean_reciprocal_rank": 0.011989121325314045, "median_rank": 428.0, "chance_r@1": 0.001, "chance_r@5": 0.005, "chance_r@10": 0.01 }, "evaluation_note": "Each signature is computed independently from one modality. Ground truth is loaded only after graph construction to score the hidden permutation." }