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- .gitattributes +24 -0
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{"('Mean Dice AUBC', 'mean')":{"class_power_pe66_exp":0.4575696662,"mutual_information":0.3856217361,"power_bald":0.4169504859,"power_pe":0.4226204673,"pred_entropy":0.4098829062,"random":0.3513880776,"random-label":0.3412323564,"random-label2":0.3788024589,"softrank_bald":0.4107982632},"('Mean Dice AUBC', 'std')":{"class_power_pe66_exp":0.005251086,"mutual_information":0.0327406633,"power_bald":0.0109074895,"power_pe":0.0076889901,"pred_entropy":0.0300370856,"random":0.0199761596,"random-label":0.0139873065,"random-label2":0.0073781784,"softrank_bald":0.0099652582},"('Mean Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Mean Dice Final', 'mean')":{"class_power_pe66_exp":0.5266277492,"mutual_information":0.4325032147,"power_bald":0.4558865299,"power_pe":0.4654528551,"pred_entropy":0.4679573973,"random":0.3795187848,"random-label":0.3652435667,"random-label2":0.4123999498,"softrank_bald":0.4614014954},"('Mean Dice Final', 'std')":{"class_power_pe66_exp":0.0097069476,"mutual_information":0.0378568415,"power_bald":0.0139554323,"power_pe":0.0094762384,"pred_entropy":0.0362801731,"random":0.0174419573,"random-label":0.0124039112,"random-label2":0.0087637279,"softrank_bald":0.0177025596},"('Mean Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 1 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.8717459248,"mutual_information":0.8141357576,"power_bald":0.8465486138,"power_pe":0.8518817491,"pred_entropy":0.8267659967,"random":0.7645591159,"random-label":0.7567758478,"random-label2":0.8042177488,"softrank_bald":0.8462750508},"('Class 1 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0140861086,"mutual_information":0.0352342394,"power_bald":0.0186473478,"power_pe":0.0125746838,"pred_entropy":0.0290331224,"random":0.0393895554,"random-label":0.0263584173,"random-label2":0.0200808408,"softrank_bald":0.0145394983},"('Class 1 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 1 Dice Final', 'mean')":{"class_power_pe66_exp":0.9230037228,"mutual_information":0.8885050317,"power_bald":0.8866269593,"power_pe":0.8948807577,"pred_entropy":0.8887940405,"random":0.8202893001,"random-label":0.806096463,"random-label2":0.8493017541,"softrank_bald":0.9010759431},"('Class 1 Dice Final', 'std')":{"class_power_pe66_exp":0.0034885676,"mutual_information":0.0118535194,"power_bald":0.0096810576,"power_pe":0.0051431557,"pred_entropy":0.0219533299,"random":0.0259098721,"random-label":0.0199381968,"random-label2":0.0106282762,"softrank_bald":0.0074954631},"('Class 1 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 2 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.3811695467,"mutual_information":0.2629216332,"power_bald":0.3203372873,"power_pe":0.3158620517,"pred_entropy":0.3044543734,"random":0.2057216648,"random-label":0.1633985489,"random-label2":0.2182323828,"softrank_bald":0.3042368385},"('Class 2 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0102904427,"mutual_information":0.0449335323,"power_bald":0.0164291587,"power_pe":0.0100425016,"pred_entropy":0.0449905376,"random":0.0211558589,"random-label":0.0095919094,"random-label2":0.0156812998,"softrank_bald":0.0034466918},"('Class 2 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 2 Dice Final', 'mean')":{"class_power_pe66_exp":0.4864234428,"mutual_information":0.3403834066,"power_bald":0.3875061848,"power_pe":0.3898847934,"pred_entropy":0.4083328607,"random":0.2321995726,"random-label":0.1650812932,"random-label2":0.2588212802,"softrank_bald":0.3926897936},"('Class 2 Dice Final', 'std')":{"class_power_pe66_exp":0.0085163885,"mutual_information":0.0562279466,"power_bald":0.0261742303,"power_pe":0.0198511101,"pred_entropy":0.0670271177,"random":0.0263118757,"random-label":0.0126345475,"random-label2":0.0258531888,"softrank_bald":0.029615356},"('Class 2 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 3 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.119793527,"mutual_information":0.0798078176,"power_bald":0.0839655567,"power_pe":0.1001176013,"pred_entropy":0.0984283484,"random":0.0838834522,"random-label":0.1035226725,"random-label2":0.1139572452,"softrank_bald":0.0818829004},"('Class 3 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0181564366,"mutual_information":0.0265793804,"power_bald":0.0169942688,"power_pe":0.0116082126,"pred_entropy":0.0167475459,"random":0.0128946657,"random-label":0.0104021239,"random-label2":0.0200470266,"softrank_bald":0.0168858652},"('Class 3 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 3 Dice Final', 'mean')":{"class_power_pe66_exp":0.1704560821,"mutual_information":0.0686212057,"power_bald":0.0935264455,"power_pe":0.1115930143,"pred_entropy":0.1067452906,"random":0.0860674818,"random-label":0.124552944,"random-label2":0.1290768151,"softrank_bald":0.0904387495},"('Class 3 Dice Final', 'std')":{"class_power_pe66_exp":0.0304268553,"mutual_information":0.048757837,"power_bald":0.0280944807,"power_pe":0.0179177469,"pred_entropy":0.027335054,"random":0.0161018416,"random-label":0.0137330196,"random-label2":0.0100568605,"softrank_bald":0.0279400072},"('Class 3 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4}}
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-200__qs-200/auc.txt
ADDED
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+
Mean Dice AUBC Mean Dice Final Class 1 Dice AUBC Class 1 Dice Final Class 2 Dice AUBC Class 2 Dice Final Class 3 Dice AUBC Class 3 Dice Final
|
| 2 |
+
mean std count mean std count mean std count mean std count mean std count mean std count mean std count mean std count
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| 3 |
+
Query Method
|
| 4 |
+
class_power_pe66_exp 0.457570 0.005251 4 0.526628 0.009707 4 0.871746 0.014086 4 0.923004 0.003489 4 0.381170 0.010290 4 0.486423 0.008516 4 0.119794 0.018156 4 0.170456 0.030427 4
|
| 5 |
+
mutual_information 0.385622 0.032741 4 0.432503 0.037857 4 0.814136 0.035234 4 0.888505 0.011854 4 0.262922 0.044934 4 0.340383 0.056228 4 0.079808 0.026579 4 0.068621 0.048758 4
|
| 6 |
+
power_bald 0.416950 0.010907 4 0.455887 0.013955 4 0.846549 0.018647 4 0.886627 0.009681 4 0.320337 0.016429 4 0.387506 0.026174 4 0.083966 0.016994 4 0.093526 0.028094 4
|
| 7 |
+
power_pe 0.422620 0.007689 4 0.465453 0.009476 4 0.851882 0.012575 4 0.894881 0.005143 4 0.315862 0.010043 4 0.389885 0.019851 4 0.100118 0.011608 4 0.111593 0.017918 4
|
| 8 |
+
pred_entropy 0.409883 0.030037 4 0.467957 0.036280 4 0.826766 0.029033 4 0.888794 0.021953 4 0.304454 0.044991 4 0.408333 0.067027 4 0.098428 0.016748 4 0.106745 0.027335 4
|
| 9 |
+
random 0.351388 0.019976 4 0.379519 0.017442 4 0.764559 0.039390 4 0.820289 0.025910 4 0.205722 0.021156 4 0.232200 0.026312 4 0.083883 0.012895 4 0.086067 0.016102 4
|
| 10 |
+
random-label 0.341232 0.013987 4 0.365244 0.012404 4 0.756776 0.026358 4 0.806096 0.019938 4 0.163399 0.009592 4 0.165081 0.012635 4 0.103523 0.010402 4 0.124553 0.013733 4
|
| 11 |
+
random-label2 0.378802 0.007378 4 0.412400 0.008764 4 0.804218 0.020081 4 0.849302 0.010628 4 0.218232 0.015681 4 0.258821 0.025853 4 0.113957 0.020047 4 0.129077 0.010057 4
|
| 12 |
+
softrank_bald 0.410798 0.009965 4 0.461401 0.017703 4 0.846275 0.014539 4 0.901076 0.007495 4 0.304237 0.003447 4 0.392690 0.029615 4 0.081883 0.016886 4 0.090439 0.027940 4
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-200__qs-200/auc_pretty.txt
ADDED
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| 1 |
+
Mean DICE Final Mean DICE AUBC #Seeds
|
| 2 |
+
class_power_pe66_exp 52.66 (+/- 0.97) 45.76 (+/- 0.53) 4.0
|
| 3 |
+
mutual_information 43.25 (+/- 3.79) 38.56 (+/- 3.27) 4.0
|
| 4 |
+
power_bald 45.59 (+/- 1.40) 41.70 (+/- 1.09) 4.0
|
| 5 |
+
power_pe 46.55 (+/- 0.95) 42.26 (+/- 0.77) 4.0
|
| 6 |
+
pred_entropy 46.80 (+/- 3.63) 40.99 (+/- 3.00) 4.0
|
| 7 |
+
random 37.95 (+/- 1.74) 35.14 (+/- 2.00) 4.0
|
| 8 |
+
random-label 36.52 (+/- 1.24) 34.12 (+/- 1.40) 4.0
|
| 9 |
+
random-label2 41.24 (+/- 0.88) 37.88 (+/- 0.74) 4.0
|
| 10 |
+
softrank_bald 46.14 (+/- 1.77) 41.08 (+/- 1.00) 4.0
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-200__qs-200/beta.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"Query Method":{"0":"class_power_pe66_exp","1":"mutual_information","2":"power_bald","3":"power_pe","4":"pred_entropy","5":"random","6":"random-label","7":"random-label2","8":"softrank_bald"},"beta":{"0":31.1327335999,"1":31.2972654254,"2":78.8444959688,"3":83.3621343629,"4":23.9716182153,"5":93.7510210657,"6":4.3414328835,"7":17.5518379188,"8":46.4618316224},"beta_std":{"0":15.6264058481,"1":10.1410325904,"2":44.7708955518,"3":51.3561704385,"4":2.936135263,"5":139.5966984537,"6":0.2691573509,"7":1.4659259864,"8":16.8409325958}}
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-200__qs-200/beta.txt
ADDED
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@@ -0,0 +1,10 @@
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| 1 |
+
Query Method beta beta_std
|
| 2 |
+
0 class_power_pe66_exp 31.132734 15.626406
|
| 3 |
+
1 mutual_information 31.297265 10.141033
|
| 4 |
+
2 power_bald 78.844496 44.770896
|
| 5 |
+
3 power_pe 83.362134 51.356170
|
| 6 |
+
4 pred_entropy 23.971618 2.936135
|
| 7 |
+
5 random 93.751021 139.596698
|
| 8 |
+
6 random-label 4.341433 0.269157
|
| 9 |
+
7 random-label2 17.551838 1.465926
|
| 10 |
+
8 softrank_bald 46.461832 16.840933
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-200__qs-200/overview.png
ADDED
|
Git LFS Details
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-200__qs-200/ppm.json
ADDED
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@@ -0,0 +1,111 @@
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|
| 1 |
+
{
|
| 2 |
+
"matrix": {
|
| 3 |
+
"mutual_information": {
|
| 4 |
+
"mutual_information": 0.0,
|
| 5 |
+
"power_bald": 0.2,
|
| 6 |
+
"power_pe": 0.2,
|
| 7 |
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"pred_entropy": 0.0,
|
| 8 |
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"random-label2": 0.0,
|
| 9 |
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"random-label": 0.0,
|
| 10 |
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"random": 0.0,
|
| 11 |
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"softrank_bald": 0.0,
|
| 12 |
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"class_power_pe66_exp": 0.6000000000000001
|
| 13 |
+
},
|
| 14 |
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"power_bald": {
|
| 15 |
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"mutual_information": 0.0,
|
| 16 |
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"power_bald": 0.0,
|
| 17 |
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"power_pe": 0.0,
|
| 18 |
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"pred_entropy": 0.0,
|
| 19 |
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"random-label2": 0.0,
|
| 20 |
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"random-label": 0.0,
|
| 21 |
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"random": 0.0,
|
| 22 |
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"softrank_bald": 0.0,
|
| 23 |
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"class_power_pe66_exp": 0.8
|
| 24 |
+
},
|
| 25 |
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"power_pe": {
|
| 26 |
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"mutual_information": 0.0,
|
| 27 |
+
"power_bald": 0.0,
|
| 28 |
+
"power_pe": 0.0,
|
| 29 |
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"pred_entropy": 0.0,
|
| 30 |
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"random-label2": 0.0,
|
| 31 |
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"random-label": 0.0,
|
| 32 |
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"random": 0.0,
|
| 33 |
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"softrank_bald": 0.0,
|
| 34 |
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"class_power_pe66_exp": 0.8
|
| 35 |
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},
|
| 36 |
+
"pred_entropy": {
|
| 37 |
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"mutual_information": 0.0,
|
| 38 |
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"power_bald": 0.2,
|
| 39 |
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"power_pe": 0.2,
|
| 40 |
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"pred_entropy": 0.0,
|
| 41 |
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"random-label2": 0.0,
|
| 42 |
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"random-label": 0.0,
|
| 43 |
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"random": 0.0,
|
| 44 |
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"softrank_bald": 0.0,
|
| 45 |
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"class_power_pe66_exp": 0.2
|
| 46 |
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},
|
| 47 |
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"random-label2": {
|
| 48 |
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"mutual_information": 0.0,
|
| 49 |
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"power_bald": 0.8,
|
| 50 |
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"power_pe": 0.8,
|
| 51 |
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"pred_entropy": 0.0,
|
| 52 |
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"random-label2": 0.0,
|
| 53 |
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"random-label": 0.0,
|
| 54 |
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"random": 0.0,
|
| 55 |
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"softrank_bald": 0.8,
|
| 56 |
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"class_power_pe66_exp": 0.8
|
| 57 |
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},
|
| 58 |
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"random-label": {
|
| 59 |
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"mutual_information": 0.0,
|
| 60 |
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"power_bald": 0.8,
|
| 61 |
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"power_pe": 0.8,
|
| 62 |
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"pred_entropy": 0.6000000000000001,
|
| 63 |
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"random-label2": 0.6000000000000001,
|
| 64 |
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"random-label": 0.0,
|
| 65 |
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"random": 0.0,
|
| 66 |
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"softrank_bald": 0.8,
|
| 67 |
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"class_power_pe66_exp": 0.8
|
| 68 |
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},
|
| 69 |
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"random": {
|
| 70 |
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"mutual_information": 0.2,
|
| 71 |
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"power_bald": 0.8,
|
| 72 |
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"power_pe": 0.8,
|
| 73 |
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"pred_entropy": 0.6000000000000001,
|
| 74 |
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"random-label2": 0.4,
|
| 75 |
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"random-label": 0.0,
|
| 76 |
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"random": 0.0,
|
| 77 |
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"softrank_bald": 0.8,
|
| 78 |
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"class_power_pe66_exp": 0.8
|
| 79 |
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},
|
| 80 |
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"softrank_bald": {
|
| 81 |
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"mutual_information": 0.0,
|
| 82 |
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"power_bald": 0.2,
|
| 83 |
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"power_pe": 0.2,
|
| 84 |
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"pred_entropy": 0.0,
|
| 85 |
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"random-label2": 0.0,
|
| 86 |
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"random-label": 0.0,
|
| 87 |
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"random": 0.0,
|
| 88 |
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"softrank_bald": 0.0,
|
| 89 |
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"class_power_pe66_exp": 0.8
|
| 90 |
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},
|
| 91 |
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"class_power_pe66_exp": {
|
| 92 |
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"mutual_information": 0.0,
|
| 93 |
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"power_bald": 0.0,
|
| 94 |
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"power_pe": 0.0,
|
| 95 |
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| 101 |
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}
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| 102 |
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| 103 |
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"alpha": 0.05,
|
| 104 |
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"max_pos_ent": 1,
|
| 105 |
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"compute_kwargs": {
|
| 106 |
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"qm_key": "uncertainty",
|
| 107 |
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"budget_key": "#Patches",
|
| 108 |
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"value_key": "Mean Dice",
|
| 109 |
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"skip_first": false
|
| 110 |
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}
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| 111 |
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}
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-200__qs-200/ppm.png
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Git LFS Details
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/analysis.pkl
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/auc.json
ADDED
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{"('Mean Dice AUBC', 'mean')":{"class_power_pe66_exp":0.321616609,"mutual_information":0.2509561315,"power_bald":0.2790741129,"power_pe":0.2796485563,"pred_entropy":0.2407723282,"random":0.2199632755,"random-label":0.2442668229,"random-label2":0.23880035,"softrank_bald":0.2566890655},"('Mean Dice AUBC', 'std')":{"class_power_pe66_exp":0.0103837884,"mutual_information":0.005530853,"power_bald":0.0173906094,"power_pe":0.0353466671,"pred_entropy":0.0156473834,"random":0.0161763395,"random-label":0.0195653571,"random-label2":0.034299651,"softrank_bald":0.0267623487},"('Mean Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Mean Dice Final', 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|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/auc.txt
ADDED
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@@ -0,0 +1,12 @@
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| 1 |
+
Mean Dice AUBC Mean Dice Final Class 1 Dice AUBC Class 1 Dice Final Class 2 Dice AUBC Class 2 Dice Final Class 3 Dice AUBC Class 3 Dice Final
|
| 2 |
+
mean std count mean std count mean std count mean std count mean std count mean std count mean std count mean std count
|
| 3 |
+
Query Method
|
| 4 |
+
class_power_pe66_exp 0.321617 0.010384 4 0.401613 0.006336 4 0.740302 0.013181 4 0.853101 0.011036 4 0.151863 0.031967 4 0.242304 0.009813 4 0.072685 0.026277 4 0.109433 0.021495 4
|
| 5 |
+
mutual_information 0.250956 0.005531 4 0.317636 0.045054 4 0.601180 0.022096 4 0.764242 0.061089 4 0.106421 0.016367 4 0.149392 0.050369 4 0.045267 0.025461 4 0.039275 0.034095 4
|
| 6 |
+
power_bald 0.279074 0.017391 4 0.293888 0.013044 4 0.696483 0.018254 4 0.760888 0.038270 4 0.103228 0.042251 4 0.111773 0.035438 4 0.037511 0.023784 4 0.009002 0.012120 4
|
| 7 |
+
power_pe 0.279649 0.035347 4 0.308829 0.048361 4 0.694353 0.056800 4 0.765991 0.075774 4 0.105573 0.049860 4 0.126438 0.068476 4 0.039019 0.025245 4 0.034057 0.032603 4
|
| 8 |
+
pred_entropy 0.240772 0.015647 4 0.290668 0.058219 4 0.565212 0.038858 4 0.659437 0.133000 4 0.131886 0.025810 4 0.187513 0.032300 4 0.025219 0.021474 4 0.025055 0.029576 4
|
| 9 |
+
random 0.219963 0.016176 4 0.228507 0.021463 4 0.545668 0.038143 4 0.593723 0.047383 4 0.071200 0.029306 4 0.062777 0.035818 4 0.043022 0.032996 4 0.029023 0.026299 4
|
| 10 |
+
random-label 0.244267 0.019565 4 0.288007 0.029011 4 0.547186 0.051189 4 0.648952 0.061382 4 0.103471 0.015334 4 0.114042 0.019126 4 0.082144 0.008069 4 0.101027 0.024555 4
|
| 11 |
+
random-label2 0.238800 0.034300 4 0.288319 0.014630 4 0.547521 0.068667 4 0.670289 0.027974 4 0.110158 0.022566 4 0.134505 0.012031 4 0.058722 0.027106 4 0.060162 0.030342 4
|
| 12 |
+
softrank_bald 0.256689 0.026762 4 0.314651 0.015415 4 0.640364 0.065718 4 0.791528 0.032952 4 0.096911 0.021237 4 0.132130 0.016112 4 0.032792 0.033712 4 0.020294 0.030549 4
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/auc_pretty.txt
ADDED
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@@ -0,0 +1,10 @@
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| 1 |
+
Mean DICE Final Mean DICE AUBC #Seeds
|
| 2 |
+
class_power_pe66_exp 40.16 (+/- 0.63) 32.16 (+/- 1.04) 4.0
|
| 3 |
+
mutual_information 31.76 (+/- 4.51) 25.10 (+/- 0.55) 4.0
|
| 4 |
+
power_bald 29.39 (+/- 1.30) 27.91 (+/- 1.74) 4.0
|
| 5 |
+
power_pe 30.88 (+/- 4.84) 27.96 (+/- 3.53) 4.0
|
| 6 |
+
pred_entropy 29.07 (+/- 5.82) 24.08 (+/- 1.56) 4.0
|
| 7 |
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random 22.85 (+/- 2.15) 22.00 (+/- 1.62) 4.0
|
| 8 |
+
random-label 28.80 (+/- 2.90) 24.43 (+/- 1.96) 4.0
|
| 9 |
+
random-label2 28.83 (+/- 1.46) 23.88 (+/- 3.43) 4.0
|
| 10 |
+
softrank_bald 31.47 (+/- 1.54) 25.67 (+/- 2.68) 4.0
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/beta.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"Query Method":{"0":"class_power_pe66_exp","1":"mutual_information","2":"power_bald","3":"power_pe","4":"pred_entropy","5":"random","6":"random-label","7":"random-label2","8":"softrank_bald"},"beta":{"0":98.7382134341,"1":86.7851892059,"2":184.7181295446,"3":207.4669468588,"4":41.7737026385,"5":139.8925419253,"6":29.8176640967,"7":49.0004476404,"8":90.7048935448},"beta_std":{"0":133.8234636993,"1":97.0693872605,"2":578.4716655792,"3":651.6756508032,"4":25.3766993791,"5":529.1282241206,"6":7.7630082778,"7":31.4846701993,"8":90.2160125334}}
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/beta.txt
ADDED
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@@ -0,0 +1,10 @@
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| 1 |
+
Query Method beta beta_std
|
| 2 |
+
0 class_power_pe66_exp 98.738213 133.823464
|
| 3 |
+
1 mutual_information 86.785189 97.069387
|
| 4 |
+
2 power_bald 184.718130 578.471666
|
| 5 |
+
3 power_pe 207.466947 651.675651
|
| 6 |
+
4 pred_entropy 41.773703 25.376699
|
| 7 |
+
5 random 139.892542 529.128224
|
| 8 |
+
6 random-label 29.817664 7.763008
|
| 9 |
+
7 random-label2 49.000448 31.484670
|
| 10 |
+
8 softrank_bald 90.704894 90.216013
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/overview.png
ADDED
|
Git LFS Details
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-40__qs-40/ppm.json
ADDED
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@@ -0,0 +1,111 @@
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| 1 |
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{
|
| 2 |
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"matrix": {
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| 3 |
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|
| 4 |
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|
| 5 |
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| 6 |
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"class_power_pe66_exp": 0.8
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"power_bald": {
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"mutual_information": 0.0,
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"power_bald": 0.0,
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"power_pe": 0.0,
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"pred_entropy": 0.0,
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"random-label2": 0.0,
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"random-label": 0.0,
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"random": 0.0,
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"softrank_bald": 0.0,
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"class_power_pe66_exp": 0.6000000000000001
|
| 24 |
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},
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"power_pe": {
|
| 26 |
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"mutual_information": 0.0,
|
| 27 |
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"power_bald": 0.0,
|
| 28 |
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"power_pe": 0.0,
|
| 29 |
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"pred_entropy": 0.0,
|
| 30 |
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"random-label2": 0.0,
|
| 31 |
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"random-label": 0.0,
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| 32 |
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"random": 0.0,
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| 33 |
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"softrank_bald": 0.0,
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| 34 |
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"class_power_pe66_exp": 0.4
|
| 35 |
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},
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| 36 |
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"pred_entropy": {
|
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"mutual_information": 0.0,
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"power_bald": 0.4,
|
| 39 |
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"power_pe": 0.2,
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"random-label2": 0.0,
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"random-label": 0.0,
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"random": 0.0,
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"softrank_bald": 0.0,
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"class_power_pe66_exp": 0.8
|
| 46 |
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},
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"random-label2": {
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"mutual_information": 0.0,
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"power_bald": 0.2,
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"power_pe": 0.2,
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"random-label": 0.0,
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"random": 0.0,
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"softrank_bald": 0.0,
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"class_power_pe66_exp": 0.8
|
| 57 |
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},
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"random-label": {
|
| 59 |
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"mutual_information": 0.0,
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"power_bald": 0.4,
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"power_pe": 0.2,
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"random-label2": 0.0,
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"random-label": 0.0,
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"random": 0.0,
|
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"budget_key": "#Patches",
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"value_key": "Mean Dice",
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"skip_first": false
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Git LFS Details
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/analysis.pkl
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/auc.json
ADDED
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{"('Mean Dice AUBC', 'mean')":{"class_power_pe66_exp":0.5368619323,"mutual_information":0.4845573974,"power_bald":0.4960262232,"power_pe":0.4948277853,"pred_entropy":0.5022126538,"random":0.4273396101,"random-label":0.4023579952,"random-label2":0.4228376452,"softrank_bald":0.490766272},"('Mean Dice AUBC', 'std')":{"class_power_pe66_exp":0.0093188474,"mutual_information":0.0118833488,"power_bald":0.0095021388,"power_pe":0.0156953198,"pred_entropy":0.0142264222,"random":0.0108971661,"random-label":0.0131482688,"random-label2":0.0119353639,"softrank_bald":0.0112037182},"('Mean Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Mean Dice Final', 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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/auc.txt
ADDED
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@@ -0,0 +1,12 @@
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| 1 |
+
Mean Dice AUBC Mean Dice Final Class 1 Dice AUBC Class 1 Dice Final Class 2 Dice AUBC Class 2 Dice Final Class 3 Dice AUBC Class 3 Dice Final
|
| 2 |
+
mean std count mean std count mean std count mean std count mean std count mean std count mean std count mean std count
|
| 3 |
+
Query Method
|
| 4 |
+
class_power_pe66_exp 0.536862 0.009319 4 0.599558 0.021385 4 0.915228 0.002158 4 0.939803 0.004940 4 0.511060 0.012197 4 0.634313 0.048809 4 0.184298 0.017322 4 0.224558 0.030141 4
|
| 5 |
+
mutual_information 0.484557 0.011883 4 0.535021 0.012819 4 0.895932 0.005903 4 0.922998 0.002213 4 0.424749 0.022327 4 0.539528 0.013265 4 0.132991 0.021180 4 0.142538 0.025866 4
|
| 6 |
+
power_bald 0.496026 0.009502 4 0.540036 0.012471 4 0.900655 0.003984 4 0.924082 0.003046 4 0.452575 0.020169 4 0.539308 0.038469 4 0.134849 0.014883 4 0.156717 0.018448 4
|
| 7 |
+
power_pe 0.494828 0.015695 4 0.535939 0.010298 4 0.900070 0.006195 4 0.919823 0.004515 4 0.440666 0.025361 4 0.514841 0.012257 4 0.143747 0.025732 4 0.173154 0.026822 4
|
| 8 |
+
pred_entropy 0.502213 0.014226 4 0.557864 0.010727 4 0.903143 0.006235 4 0.931196 0.001824 4 0.465592 0.031588 4 0.583571 0.032259 4 0.137903 0.013805 4 0.158826 0.006541 4
|
| 9 |
+
random 0.427340 0.010897 4 0.443479 0.016019 4 0.867983 0.006104 4 0.885141 0.014272 4 0.299323 0.018832 4 0.331272 0.015416 4 0.114713 0.018170 4 0.114025 0.019576 4
|
| 10 |
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random-label 0.402358 0.013148 4 0.425796 0.008756 4 0.852797 0.022292 4 0.884035 0.006884 4 0.211229 0.017599 4 0.230266 0.020627 4 0.143048 0.007998 4 0.163087 0.008814 4
|
| 11 |
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random-label2 0.422838 0.011935 4 0.441856 0.013051 4 0.870874 0.017085 4 0.893649 0.010304 4 0.262265 0.008151 4 0.282451 0.020740 4 0.135375 0.016021 4 0.149468 0.017228 4
|
| 12 |
+
softrank_bald 0.490766 0.011204 4 0.543887 0.015319 4 0.898912 0.005367 4 0.925939 0.004595 4 0.440102 0.015700 4 0.549928 0.017033 4 0.133285 0.020281 4 0.155794 0.025713 4
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/auc_pretty.txt
ADDED
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| 1 |
+
Mean DICE Final Mean DICE AUBC #Seeds
|
| 2 |
+
class_power_pe66_exp 59.96 (+/- 2.14) 53.69 (+/- 0.93) 4.0
|
| 3 |
+
mutual_information 53.50 (+/- 1.28) 48.46 (+/- 1.19) 4.0
|
| 4 |
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power_bald 54.00 (+/- 1.25) 49.60 (+/- 0.95) 4.0
|
| 5 |
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power_pe 53.59 (+/- 1.03) 49.48 (+/- 1.57) 4.0
|
| 6 |
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pred_entropy 55.79 (+/- 1.07) 50.22 (+/- 1.42) 4.0
|
| 7 |
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random 44.35 (+/- 1.60) 42.73 (+/- 1.09) 4.0
|
| 8 |
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random-label 42.58 (+/- 0.88) 40.24 (+/- 1.31) 4.0
|
| 9 |
+
random-label2 44.19 (+/- 1.31) 42.28 (+/- 1.19) 4.0
|
| 10 |
+
softrank_bald 54.39 (+/- 1.53) 49.08 (+/- 1.12) 4.0
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/beta.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"Query Method":{"0":"class_power_pe66_exp","1":"mutual_information","2":"power_bald","3":"power_pe","4":"pred_entropy","5":"random","6":"random-label","7":"random-label2","8":"softrank_bald"},"beta":{"0":19.7548213612,"1":23.9610025958,"2":43.0233653327,"3":44.1350461646,"4":14.8602390174,"5":46.872772162,"6":0.6787324,"7":3.4822582652,"8":31.7293655772},"beta_std":{"0":5.3974824371,"1":6.7786507476,"2":17.064447632,"3":21.8700777701,"4":1.6685159776,"5":73.8508928773,"6":0.040995251,"7":0.1549810452,"8":10.2634756565}}
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/beta.txt
ADDED
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@@ -0,0 +1,10 @@
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| 1 |
+
Query Method beta beta_std
|
| 2 |
+
0 class_power_pe66_exp 19.754821 5.397482
|
| 3 |
+
1 mutual_information 23.961003 6.778651
|
| 4 |
+
2 power_bald 43.023365 17.064448
|
| 5 |
+
3 power_pe 44.135046 21.870078
|
| 6 |
+
4 pred_entropy 14.860239 1.668516
|
| 7 |
+
5 random 46.872772 73.850893
|
| 8 |
+
6 random-label 0.678732 0.040995
|
| 9 |
+
7 random-label2 3.482258 0.154981
|
| 10 |
+
8 softrank_bald 31.729366 10.263476
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/overview.png
ADDED
|
Git LFS Details
|
analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/ppm.json
ADDED
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@@ -0,0 +1,111 @@
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{
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"matrix": {
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},
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"power_pe": {
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"power_bald": 0.0,
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"random": 0.0,
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"class_power_pe66_exp": 0.6000000000000001
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},
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| 36 |
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"pred_entropy": {
|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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| 41 |
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| 45 |
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| 46 |
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| 47 |
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"random-label2": {
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| 48 |
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| 49 |
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| 56 |
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| 57 |
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| 63 |
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| 64 |
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|
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| 69 |
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|
| 71 |
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| 72 |
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"power_pe": 0.8,
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"pred_entropy": 0.6000000000000001,
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"random": 0.0,
|
| 77 |
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"softrank_bald": 0.8,
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"class_power_pe66_exp": 0.8
|
| 79 |
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| 80 |
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|
| 88 |
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"softrank_bald": 0.0,
|
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|
| 90 |
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"random-label2": 0.0,
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"random-label": 0.0,
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"softrank_bald": 0.0,
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}
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},
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"alpha": 0.05,
|
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"max_pos_ent": 1,
|
| 105 |
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"compute_kwargs": {
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| 106 |
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"qm_key": "uncertainty",
|
| 107 |
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"budget_key": "#Patches",
|
| 108 |
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"value_key": "Mean Dice",
|
| 109 |
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"skip_first": false
|
| 110 |
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}
|
| 111 |
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}
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analysis/patch-32_32_32__sb-random-label2-all-classes__sbs-500__qs-500/ppm.png
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analysis/patch-64_64_64__sb-random-label2-all-classes__sbs-200__qs-200/analysis.pkl
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{"('Mean Dice AUBC', 'mean')":{"class_pe33":0.5963479869,"class_pe66":0.6126663491,"class_power_pe66":0.5922348648,"class_power_pe66_exp":0.6032654794,"mutual_information":0.5505500387,"power_bald":0.5452650051,"power_pe":0.5476003996,"pred_entropy":0.5742096953,"random":0.4782084654,"random-label":0.5077777306,"random-label2":0.5149533622,"softrank_bald":0.5483104326},"('Mean Dice AUBC', 'std')":{"class_pe33":0.0073066024,"class_pe66":0.0063342947,"class_power_pe66":0.0145570388,"class_power_pe66_exp":0.0087381445,"mutual_information":0.0119545761,"power_bald":0.0140319687,"power_pe":0.0109763048,"pred_entropy":0.0054227676,"random":0.0184078044,"random-label":0.0096846681,"random-label2":0.0196517083,"softrank_bald":0.0178819932},"('Mean Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Mean Dice 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|
analysis/patch-64_64_64__sb-random-label2-all-classes__sbs-200__qs-200/auc.txt
ADDED
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Mean Dice AUBC Mean Dice Final Class 1 Dice AUBC Class 1 Dice Final Class 2 Dice AUBC Class 2 Dice Final Class 3 Dice AUBC Class 3 Dice Final
|
| 2 |
+
mean std count mean std count mean std count mean std count mean std count mean std count mean std count mean std count
|
| 3 |
+
Query Method
|
| 4 |
+
class_pe33 0.596348 0.007307 4 0.664069 0.009776 4 0.936256 0.001676 4 0.948913 0.000495 4 0.628380 0.024623 4 0.738187 0.019281 4 0.224409 0.004026 4 0.305107 0.012332 4
|
| 5 |
+
class_pe66 0.612666 0.006334 4 0.684212 0.004602 4 0.937885 0.000969 4 0.950176 0.001120 4 0.649105 0.017341 4 0.768428 0.006706 4 0.251009 0.010908 4 0.334032 0.016014 4
|
| 6 |
+
class_power_pe66 0.592235 0.014557 4 0.639083 0.012068 4 0.935324 0.003120 4 0.944629 0.003022 4 0.619746 0.044174 4 0.696598 0.031626 4 0.221635 0.003434 4 0.276021 0.015898 4
|
| 7 |
+
class_power_pe66_exp 0.603265 0.008738 4 0.669709 0.009072 4 0.937352 0.002239 4 0.949449 0.000587 4 0.635786 0.028814 4 0.754010 0.016696 4 0.236658 0.005909 4 0.305668 0.019142 4
|
| 8 |
+
mutual_information 0.550550 0.011955 4 0.619707 0.014927 4 0.927455 0.002276 4 0.944191 0.002265 4 0.582308 0.014455 4 0.690327 0.010679 4 0.141887 0.025649 4 0.224603 0.032490 4
|
| 9 |
+
power_bald 0.545265 0.014032 4 0.595124 0.011488 4 0.930347 0.002151 4 0.941695 0.001825 4 0.579393 0.034151 4 0.665008 0.019914 4 0.126055 0.010644 4 0.178670 0.014151 4
|
| 10 |
+
power_pe 0.547600 0.010976 4 0.586651 0.015307 4 0.930892 0.002708 4 0.938963 0.002771 4 0.561007 0.024643 4 0.629063 0.028067 4 0.150902 0.013097 4 0.191928 0.025374 4
|
| 11 |
+
pred_entropy 0.574210 0.005423 4 0.653895 0.005107 4 0.932581 0.001544 4 0.949056 0.000708 4 0.615947 0.019097 4 0.733701 0.012746 4 0.174101 0.011882 4 0.278929 0.004889 4
|
| 12 |
+
random 0.478208 0.018408 4 0.484106 0.019899 4 0.911497 0.003767 4 0.911723 0.005204 4 0.427574 0.034092 4 0.443023 0.026298 4 0.095554 0.034026 4 0.097571 0.042164 4
|
| 13 |
+
random-label 0.507778 0.009685 4 0.516665 0.023122 4 0.917692 0.010658 4 0.919510 0.010576 4 0.411992 0.018554 4 0.407408 0.037755 4 0.193649 0.027155 4 0.223078 0.034864 4
|
| 14 |
+
random-label2 0.514953 0.019652 4 0.540811 0.027647 4 0.915465 0.011446 4 0.927080 0.018850 4 0.453410 0.045480 4 0.473918 0.059233 4 0.175985 0.013635 4 0.221435 0.029678 4
|
| 15 |
+
softrank_bald 0.548310 0.017882 4 0.614445 0.020201 4 0.929291 0.002680 4 0.943067 0.001455 4 0.588775 0.032286 4 0.694265 0.016713 4 0.126866 0.030606 4 0.206003 0.046281 4
|
analysis/patch-64_64_64__sb-random-label2-all-classes__sbs-200__qs-200/auc_pretty.txt
ADDED
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| 1 |
+
Mean DICE Final Mean DICE AUBC #Seeds
|
| 2 |
+
class_pe33 66.41 (+/- 0.98) 59.63 (+/- 0.73) 4.0
|
| 3 |
+
class_pe66 68.42 (+/- 0.46) 61.27 (+/- 0.63) 4.0
|
| 4 |
+
class_power_pe66 63.91 (+/- 1.21) 59.22 (+/- 1.46) 4.0
|
| 5 |
+
class_power_pe66_exp 66.97 (+/- 0.91) 60.33 (+/- 0.87) 4.0
|
| 6 |
+
mutual_information 61.97 (+/- 1.49) 55.06 (+/- 1.20) 4.0
|
| 7 |
+
power_bald 59.51 (+/- 1.15) 54.53 (+/- 1.40) 4.0
|
| 8 |
+
power_pe 58.67 (+/- 1.53) 54.76 (+/- 1.10) 4.0
|
| 9 |
+
pred_entropy 65.39 (+/- 0.51) 57.42 (+/- 0.54) 4.0
|
| 10 |
+
random 48.41 (+/- 1.99) 47.82 (+/- 1.84) 4.0
|
| 11 |
+
random-label 51.67 (+/- 2.31) 50.78 (+/- 0.97) 4.0
|
| 12 |
+
random-label2 54.08 (+/- 2.76) 51.50 (+/- 1.97) 4.0
|
| 13 |
+
softrank_bald 61.44 (+/- 2.02) 54.83 (+/- 1.79) 4.0
|