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{
"protocol": "Fields are built per modality without pairs; the hidden permutation is applied to the text field and used only to score. Spectral initialisation is followed by exact steepest descent on the closed-form energy.",
"samples": 256,
"field_correlation_at_truth": 0.928480988366389,
"true_energy": 0.6498054265975952,
"chance": 0.00390625,
"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": [
133.868096032388,
107.4296827350269,
97.43054104356615,
70.84732951921617,
67.52559303099846,
61.09315951202199,
37.49807510761305,
34.704200548322255,
29.285623461524068,
20.89123124423513,
15.653633086855624,
14.220294975664036
],
"effective_rank_participation": 37.778592431757254,
"rank_for_90_percent": 231,
"rank_for_99_percent": 256,
"median_relative_gap": 3.0622584935119686e-10,
"min_relative_gap_top20": 0.0015880669322484227
}
},
"stages": {
"spectral": {
"accuracy": 0.53515625
},
"spectral_plus_refinement": {
"accuracy": 0.953125,
"energy": 0.6473816633224487,
"energy_over_true": -0.003729983124082792
},
"random_start_refinement": [
{
"accuracy": 0.0703125,
"energy": 2.4565930366516113
}
]
}
}
|
