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{
"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": [
164.76318992421022,
98.35371840802239,
70.45017282599972,
63.66916313826849,
53.66016961289566,
47.82230907919686,
36.868497014084596,
35.41409870847915,
31.923463220046003,
24.19533913234265,
16.110302116177632,
14.975938210897498
],
"effective_rank_participation": 36.948601648977025,
"rank_for_90_percent": 235,
"rank_for_99_percent": 256,
"median_relative_gap": 2.4243955570735517e-05,
"min_relative_gap_top20": 0.0031774989298545206
},
"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": 0.0,
"chance": 0.00390625
},
"grampa_eta3.0": {
"accuracy": 0.08984375,
"chance": 0.00390625
},
"grampa_eta5.0": {
"accuracy": 0.06640625,
"chance": 0.00390625
},
"grampa_eta8.0": {
"accuracy": 0.03515625,
"chance": 0.00390625
},
"grampa_eta12.0": {
"accuracy": 0.02734375,
"chance": 0.00390625
},
"grampa_eta20.0": {
"accuracy": 0.0234375,
"chance": 0.00390625
}
},
"field_correlation_at_truth": 0.6707907421140975
}
|
