1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
|
{
"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."
}
|
