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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": [
124.06351544954276,
115.7367032787534,
94.11036212693584,
73.31520472931007,
69.24982478303653,
61.61415730371504,
40.281226901986344,
34.88687571099253,
30.71649581051721,
24.853735704822725,
16.088660231570703,
15.224937914175442
],
"effective_rank_participation": 40.32825205310635,
"rank_for_90_percent": 231,
"rank_for_99_percent": 256,
"median_relative_gap": 1.785900713039328e-05,
"min_relative_gap_top20": 0.003872164145678641
},
"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_eta0.3": {
"accuracy": 0.39453125,
"chance": 0.00390625
},
"grampa_eta0.5": {
"accuracy": 0.46484375,
"chance": 0.00390625
},
"grampa_eta1.0": {
"accuracy": 0.5390625,
"chance": 0.00390625
},
"grampa_eta2.0": {
"accuracy": 0.5390625,
"chance": 0.00390625
}
},
"field_correlation_at_truth": 0.928480988366389
}
|
