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
68
69
70
71
72
73
74
75
|
{
"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": 256,
"spectra": {
"visual": {
"top_eigenvalues": [
152.00729662305855,
101.78289257672924,
76.83849964762389,
73.51157103379062,
63.181538121292824,
57.712183627589305,
38.44138843684303,
34.64276988158139,
30.13505757827937,
26.087762377994547,
17.31312246244292,
15.36192641849806
],
"effective_rank_participation": 39.72347153885601,
"rank_for_90_percent": 231,
"rank_for_99_percent": 256,
"median_relative_gap": 1.2104876347522635e-05,
"min_relative_gap_top20": 0.002824515898045198
},
"text": {
"top_eigenvalues": [
133.86809603238817,
107.42968273502699,
97.43054104356617,
70.84732951921603,
67.52559303099846,
61.0931595120219,
37.49807510761304,
34.70420054832222,
29.285623461524054,
20.89123124423513,
15.653633086855598,
14.22029497566402
],
"effective_rank_participation": 37.778592431757225,
"rank_for_90_percent": 231,
"rank_for_99_percent": 256,
"median_relative_gap": 3.0622586593801674e-10,
"min_relative_gap_top20": 0.0015880669322487523
}
},
"solvers": {
"umeyama": {
"accuracy": 0.0234375,
"chance": 0.00390625
},
"grampa_eta0.5": {
"accuracy": 0.06640625,
"chance": 0.00390625
},
"grampa_eta1.0": {
"accuracy": 0.07421875,
"chance": 0.00390625
},
"grampa_eta2.0": {
"accuracy": 0.0703125,
"chance": 0.00390625
},
"grampa_eta3.0": {
"accuracy": 0.0546875,
"chance": 0.00390625
},
"grampa_eta5.0": {
"accuracy": 0.05859375,
"chance": 0.00390625
}
},
"field_correlation_at_truth": 0.8100426279666444
}
|
