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
|
{
"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": [
147.1637294036846,
78.89628907375915,
71.54672667972316,
63.6054208003132,
54.71466598801889,
51.02765723457133,
41.21685943963252,
40.35336344252151,
39.2344681995082,
37.908920879404235,
35.027821446699384,
31.393888014029326
],
"effective_rank_participation": 51.26036347313812,
"rank_for_90_percent": 236,
"rank_for_99_percent": 256,
"median_relative_gap": 0.00011354999291567204,
"min_relative_gap_top20": 0.005677331958595377
},
"text": {
"top_eigenvalues": [
126.66472980940578,
116.22072270174806,
74.80443552301904,
59.33960188423506,
45.158235086311386,
42.213863232832836,
40.2725810846014,
36.868907747805004,
36.28237638947779,
34.46332870784146,
32.771498257261946,
29.859110599054905
],
"effective_rank_participation": 56.07655952546066,
"rank_for_90_percent": 232,
"rank_for_99_percent": 256,
"median_relative_gap": 9.96865937130352e-05,
"min_relative_gap_top20": 0.0023324704639200466
}
},
"solvers": {
"umeyama": {
"accuracy": 0.0078125,
"chance": 0.00390625
},
"grampa_eta0.05": {
"accuracy": 0.00390625,
"chance": 0.00390625
},
"grampa_eta0.1": {
"accuracy": 0.0,
"chance": 0.00390625
},
"grampa_eta0.2": {
"accuracy": 0.0,
"chance": 0.00390625
},
"grampa_eta0.5": {
"accuracy": 0.00390625,
"chance": 0.00390625
}
},
"field_correlation_at_truth": 0.5076564986206815
}
|
