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"provenance": "data/paper_data.json",
"metric": "Equivalent per-round LER q = (1 - (1 - 2p)^(1/R)) / 2, computed per condition and basis before averaging.",
"uncertainty": "Paired evaluation-shot 95% confidence intervals, conditional on fixed weights; not variability across training seeds.",
"architecture_model_pair": [
"HTNet-T0-best",
"Ising-Fast-T0-best"
],
"transfer_model": "H_EWC",
"transfer_baseline": "H_T0 (continued base training, not C0)",
"ood_domain": {
"distances": [
3,
5,
7,
9
],
"rounds": 9,
"total_conditions": 396,
"common_valid_q_conditions": 331,
"shots_per_basis_and_condition": 10000
},
"willow_domain": {
"distances": [
3,
5,
7
],
"native_rounds": [
10,
30,
50
],
"cases_per_length": 28,
"shots_per_case": 50000,
"aggregation": "Average patches within each distance; then weight distances equally."
},
"results": {
"architecture_highshot": {
"candidate_value": 0.004023503763410929,
"baseline_value": 0.00476937491190163,
"gain_percent": 15.638761101154653,
"gain_ci_low": 15.102398994339016,
"gain_ci_high": 16.17512320797029,
"conditions": 1
},
"ood_common_q": {
"candidate_value": 0.05740431372986888,
"baseline_value": 0.060847696951392666,
"gain_percent": 5.659019805259824,
"gain_ci_low": 4.806431473326261,
"gain_ci_high": 6.511608137193387,
"conditions": 331
},
"ood_full_p": {
"candidate_value": 0.3115487373737374,
"baseline_value": 0.31966553030303035,
"gain_percent": 2.539151757025093,
"gain_ci_low": 2.4391839656505034,
"gain_ci_high": 2.639119548399683,
"conditions": 396
},
"ood_vs_seq": {
"candidate_value": 0.05740431372986888,
"baseline_value": 0.05861994596688569,
"gain_percent": 2.0737518893373275,
"gain_ci_low": 0.6231321562340597,
"gain_ci_high": 3.5243716224405954,
"conditions": 331
},
"ood_vs_mix_total": {
"candidate_value": 0.05740431372986888,
"baseline_value": 0.05892372145483513,
"gain_percent": 2.578601092143973,
"gain_ci_low": 1.8508606311861953,
"gain_ci_high": 3.3063415531017504,
"conditions": 331
},
"ood_vs_mix_exposure": {
"candidate_value": 0.05740431372986888,
"baseline_value": 0.0602475846524225,
"gain_percent": 4.71931105447112,
"gain_ci_low": 3.9992893569128585,
"gain_ci_high": 5.439332752029382,
"conditions": 331
},
"willow_10_vs_H_T0": {
"candidate_value": 0.010103872094831082,
"baseline_value": 0.012541372202968937,
"gain_percent": 19.435673135997213,
"gain_ci_low": 19.008196476272154,
"gain_ci_high": 19.863149795722272,
"conditions": 28
},
"willow_10_vs_H_SEQ": {
"candidate_value": 0.010103872094831082,
"baseline_value": 0.01050659044995648,
"gain_percent": 3.8330070734513666,
"gain_ci_low": 3.3298473616257738,
"gain_ci_high": 4.336166785276959,
"conditions": 28
},
"willow_10_vs_H_MIX_TOTAL": {
"candidate_value": 0.010103872094831082,
"baseline_value": 0.010247734896395813,
"gain_percent": 1.4038497582068432,
"gain_ci_low": 0.803974097776656,
"gain_ci_high": 2.0037254186370306,
"conditions": 28
},
"willow_30_vs_H_T0": {
"candidate_value": 0.010615789663249244,
"baseline_value": 0.012863585059338543,
"gain_percent": 17.474097506413834,
"gain_ci_low": 17.09164200795027,
"gain_ci_high": 17.856553004877398,
"conditions": 28
},
"willow_30_vs_H_SEQ": {
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"baseline_value": 0.011027519418173216,
"gain_percent": 3.733657038458227,
"gain_ci_low": 3.3263755566324638,
"gain_ci_high": 4.1409385202839895,
"conditions": 28
},
"willow_30_vs_H_MIX_TOTAL": {
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"baseline_value": 0.01061050617436034,
"gain_percent": -0.04979488067846649,
"gain_ci_low": -0.5319710700331335,
"gain_ci_high": 0.43238130867620045,
"conditions": 28
},
"willow_50_vs_H_T0": {
"candidate_value": 0.009383520846603514,
"baseline_value": 0.011436621156778423,
"gain_percent": 17.951983212787002,
"gain_ci_low": 17.46071404367778,
"gain_ci_high": 18.443252381896226,
"conditions": 28
},
"willow_50_vs_H_SEQ": {
"candidate_value": 0.009383520846603514,
"baseline_value": 0.009782223204404096,
"gain_percent": 4.075784711404662,
"gain_ci_low": 3.6301477949678733,
"gain_ci_high": 4.52142162784145,
"conditions": 28
},
"willow_50_vs_H_MIX_TOTAL": {
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"baseline_value": 0.00936904846327193,
"gain_percent": -0.15447015124658847,
"gain_ci_low": -0.672444422042512,
"gain_ci_high": 0.36350411954933504,
"conditions": 28
},
"forgetting_reduction_percent": 76.51911903628684
}
}
|