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{
"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."
}
|
