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{
"protocol": "Three-way scene split. Anchors define the coordinate system, canonical correlation is fitted on the second third and scored on the last, so a shared direction counts only if it generalises to scenes that took no part in fitting it. Calibrated against a scene-shuffled null.",
"components": 24,
"threshold": 0.3,
"rows": [
{
"label": "synth-full REC96",
"correlation": 0.928480988366389,
"shared_dimension": 22.0,
"shuffled_null": 0.0,
"net_shared_dimension": 22.0,
"held_out_canonical_top8": [
0.999,
0.998,
0.997,
0.997,
0.997,
0.997,
0.994,
0.985
]
},
{
"label": "synth+noise REC95",
"correlation": 0.8276655471168534,
"shared_dimension": 16.8,
"shuffled_null": 0.0,
"net_shared_dimension": 16.8,
"held_out_canonical_top8": [
0.981,
0.976,
0.97,
0.962,
0.926,
0.932,
0.896,
0.855
]
},
{
"label": "synth-omitsize REC6",
"correlation": 0.8301825436675786,
"shared_dimension": 16.6,
"shuffled_null": 0.2,
"net_shared_dimension": 16.400000000000002,
"held_out_canonical_top8": [
0.997,
0.996,
0.995,
0.995,
0.993,
0.994,
0.992,
0.987
]
},
{
"label": "synth-rank8 REC13",
"correlation": 0.9058447537972103,
"shared_dimension": 7.0,
"shuffled_null": 0.0,
"net_shared_dimension": 7.0,
"held_out_canonical_top8": [
0.999,
0.998,
0.998,
0.997,
0.991,
0.958,
0.819,
0.145
]
},
{
"label": "natural REC0",
"correlation": 0.7309253746041517,
"shared_dimension": 17.2,
"shuffled_null": 0.2,
"net_shared_dimension": 17.0,
"held_out_canonical_top8": [
0.895,
0.868,
0.866,
0.806,
0.803,
0.768,
0.723,
0.665
]
}
]
}
|
