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
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
|
{
"protocol": "Polynomial-time spectral solvers on N x N relation fields; embedding dimensions are irrelevant by construction. The hidden shuffle is applied to the text field and used only to score the returned assignment.",
"samples": 600,
"spectra": {
"visual": {
"top_eigenvalues": [
283.5230488647418,
277.9684981634586,
212.60637592961763,
175.51487971612258,
158.0823576140811,
156.69736601386393,
109.39322182465028,
94.55508300109848,
68.30947494816994,
56.166533341442474,
44.54709781730022,
41.47530588870182
],
"effective_rank_participation": 50.129370102131155,
"rank_for_90_percent": 531,
"rank_for_99_percent": 600,
"median_relative_gap": 2.1901192514349127e-10,
"min_relative_gap_top20": 0.0018106304952380415
},
"text": {
"top_eigenvalues": [
302.9042518644808,
256.2595629566847,
232.99350487580367,
171.15388147243604,
153.8513761990104,
150.76752596472087,
104.1222543488275,
88.07238019431944,
65.31744897068948,
50.84890288106328,
43.07452969984353,
40.089715611168984
],
"effective_rank_participation": 46.16548761028294,
"rank_for_90_percent": 531,
"rank_for_99_percent": 600,
"median_relative_gap": 6.235417303281716e-11,
"min_relative_gap_top20": 0.0009586627865928903
}
},
"solvers": {
"umeyama": {
"accuracy": 0.006666666666666667,
"chance": 0.0016666666666666668
},
"grampa_eta0.5": {
"accuracy": 0.21,
"chance": 0.0016666666666666668
},
"grampa_eta1.0": {
"accuracy": 0.215,
"chance": 0.0016666666666666668
},
"grampa_eta2.0": {
"accuracy": 0.2633333333333333,
"chance": 0.0016666666666666668
}
},
"field_correlation_at_truth": 0.9262394124406891
}
|
