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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": [
131.9733951031643,
102.68001994963234,
89.4646292285497,
76.91086849603083,
66.93246957140099,
62.97124586323505,
44.44681912338148,
39.55790897090187,
30.658761727192164,
28.532799632416502,
17.341306194830466,
17.110696702176625
],
"effective_rank_participation": 43.68908466091624,
"rank_for_90_percent": 231,
"rank_for_99_percent": 256,
"median_relative_gap": 2.4790524440157122e-05,
"min_relative_gap_top20": 0.0017473938021642316
},
"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": 0.015625,
"chance": 0.00390625
},
"grampa_eta0.5": {
"accuracy": 0.0234375,
"chance": 0.00390625
},
"grampa_eta1.0": {
"accuracy": 0.03515625,
"chance": 0.00390625
},
"grampa_eta2.0": {
"accuracy": 0.02734375,
"chance": 0.00390625
},
"grampa_eta4.0": {
"accuracy": 0.03125,
"chance": 0.00390625
}
},
"field_correlation_at_truth": 0.808082009691093
}
|
