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{
"nodes": 5000,
"knn": 32,
"eigenpairs": 96,
"heat_scales": 24,
"message_passing_steps": 3,
"graph_signature_retrieval": {
"r@1": 0.0007999999797903001,
"r@5": 0.0020000000949949026,
"r@10": 0.003599999938160181,
"mean_reciprocal_rank": 0.003146447939798236,
"median_rank": 2043.0,
"chance_r@1": 0.0002,
"chance_r@5": 0.001,
"chance_r@10": 0.002
},
"bundle_signature_retrieval": {
"r@1": 0.00019999999494757503,
"r@5": 0.0012000000569969416,
"r@10": 0.0026000000070780516,
"mean_reciprocal_rank": 0.0020758556202054024,
"median_rank": 2313.0,
"chance_r@1": 0.0002,
"chance_r@5": 0.001,
"chance_r@10": 0.002
},
"combined_signature_retrieval": {
"r@1": 0.0006000000284984708,
"r@5": 0.00279999990016222,
"r@10": 0.004399999976158142,
"mean_reciprocal_rank": 0.003266085870563984,
"median_rank": 2142.0,
"chance_r@1": 0.0002,
"chance_r@5": 0.001,
"chance_r@10": 0.002
},
"evaluation_note": "Each signature is computed independently from one modality. Ground truth is loaded only after graph construction to score the hidden permutation."
}
|
