{ "nodes": 8, "knn": 4, "eigenpairs": 4, "heat_scales": 6, "message_passing_steps": 2, "graph_signature_retrieval": { "r@1": 0.25, "r@5": 0.875, "r@10": 1.0, "mean_reciprocal_rank": 0.4833333194255829, "median_rank": 2.0, "chance_r@1": 0.125, "chance_r@5": 0.625, "chance_r@10": 1.0 }, "bundle_signature_retrieval": { "r@1": 0.0, "r@5": 0.625, "r@10": 1.0, "mean_reciprocal_rank": 0.25535714626312256, "median_rank": 5.0, "chance_r@1": 0.125, "chance_r@5": 0.625, "chance_r@10": 1.0 }, "combined_signature_retrieval": { "r@1": 0.125, "r@5": 0.875, "r@10": 1.0, "mean_reciprocal_rank": 0.36994048953056335, "median_rank": 3.0, "chance_r@1": 0.125, "chance_r@5": 0.625, "chance_r@10": 1.0 }, "evaluation_note": "Each signature is computed independently from one modality. Ground truth is loaded only after graph construction to score the hidden permutation." }