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- .gitattributes +12 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/analysis.pkl +3 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/auc.json +1 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/auc.txt +12 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/auc_pretty.txt +10 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/beta.json +1 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/beta.txt +10 -0
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- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/ppm.json +111 -0
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- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/analysis.pkl +3 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/auc.json +1 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/auc.txt +12 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/auc_pretty.txt +10 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/beta.json +1 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/beta.txt +10 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/overview.png +3 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/ppm.json +111 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/ppm.png +3 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/analysis.pkl +3 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/auc.json +1 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/auc.txt +12 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/auc_pretty.txt +10 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/beta.json +1 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/beta.txt +10 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/overview.png +3 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/ppm.json +111 -0
- analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/ppm.png +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/analysis.pkl +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/auc.json +1 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/auc.txt +16 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/auc_pretty.txt +14 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/beta.json +1 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/beta.txt +14 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/overview.png +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/ppm.json +207 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/ppm.png +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/analysis.pkl +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/auc.json +1 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/auc.txt +16 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/auc_pretty.txt +14 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/beta.json +1 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/beta.txt +14 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/overview.png +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/ppm.json +207 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/ppm.png +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-60__qs-60/analysis.pkl +3 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-60__qs-60/auc.json +1 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-60__qs-60/auc.txt +16 -0
- analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-60__qs-60/auc_pretty.txt +14 -0
.gitattributes
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/analysis.pkl
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/auc.json
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{"('Mean Dice AUBC', 'mean')":{"class_power_pe66_exp":0.8662465437,"mutual_information":0.8642150554,"power_bald":0.860678324,"power_pe":0.8621322986,"pred_entropy":0.8633736628,"random":0.85617883,"random-label":0.8623745607,"random-label2":0.8569263346,"softrank_bald":0.8643840923},"('Mean Dice AUBC', 'std')":{"class_power_pe66_exp":0.004074754,"mutual_information":0.0046805016,"power_bald":0.0034762755,"power_pe":0.0070145662,"pred_entropy":0.0022416846,"random":0.006516189,"random-label":0.001283371,"random-label2":0.0056133517,"softrank_bald":0.0033298851},"('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":0.8779639922,"mutual_information":0.8784509287,"power_bald":0.8744631929,"power_pe":0.8756077875,"pred_entropy":0.8768869703,"random":0.867443807,"random-label":0.8754369186,"random-label2":0.8701591307,"softrank_bald":0.8765858648},"('Mean Dice Final', 'std')":{"class_power_pe66_exp":0.002779743,"mutual_information":0.0014758519,"power_bald":0.0037105328,"power_pe":0.0050593938,"pred_entropy":0.0008722397,"random":0.0030750744,"random-label":0.0015255229,"random-label2":0.0018607108,"softrank_bald":0.0032292555},"('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":0.8750021996,"mutual_information":0.8734465866,"power_bald":0.8673260658,"power_pe":0.8705844835,"pred_entropy":0.8711459242,"random":0.8622660935,"random-label":0.8689486487,"random-label2":0.8618597311,"softrank_bald":0.8723928768},"('Class 1 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0034270973,"mutual_information":0.0035298521,"power_bald":0.0030717482,"power_pe":0.0054345671,"pred_entropy":0.0023035129,"random":0.0059002617,"random-label":0.0029948094,"random-label2":0.0043544575,"softrank_bald":0.0031623693},"('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":0.8887772454,"mutual_information":0.889932146,"power_bald":0.8815823318,"power_pe":0.884389998,"pred_entropy":0.8863955567,"random":0.8745353458,"random-label":0.88557084,"random-label2":0.8766730702,"softrank_bald":0.8875279313},"('Class 1 Dice Final', 'std')":{"class_power_pe66_exp":0.0011446597,"mutual_information":0.001055815,"power_bald":0.0045560389,"power_pe":0.0049420881,"pred_entropy":0.0019781643,"random":0.0033278667,"random-label":0.0026007887,"random-label2":0.0023335229,"softrank_bald":0.0028127981},"('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":0.8574908879,"mutual_information":0.8549835241,"power_bald":0.8540305822,"power_pe":0.8536801137,"pred_entropy":0.8556014014,"random":0.8500915666,"random-label":0.8558004727,"random-label2":0.8519929381,"softrank_bald":0.8563753079},"('Class 2 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0059193694,"mutual_information":0.0062624504,"power_bald":0.0056511005,"power_pe":0.0087934832,"pred_entropy":0.0023417229,"random":0.0077476968,"random-label":0.0027601676,"random-label2":0.0073929941,"softrank_bald":0.004027974},"('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":0.867150739,"mutual_information":0.8669697113,"power_bald":0.867344054,"power_pe":0.8668255771,"pred_entropy":0.8673783838,"random":0.8603522681,"random-label":0.8653029973,"random-label2":0.8636451912,"softrank_bald":0.8656437984},"('Class 2 Dice Final', 'std')":{"class_power_pe66_exp":0.0044562113,"mutual_information":0.0021689815,"power_bald":0.0036345978,"power_pe":0.0052015173,"pred_entropy":0.0008678428,"random":0.0028911347,"random-label":0.0031891618,"random-label2":0.001934874,"softrank_bald":0.0040784119},"('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}}
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/auc.txt
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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
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mean std count mean std count mean std count mean std count mean std count mean std count
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Query Method
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class_power_pe66_exp 0.866247 0.004075 4 0.877964 0.002780 4 0.875002 0.003427 4 0.888777 0.001145 4 0.857491 0.005919 4 0.867151 0.004456 4
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mutual_information 0.864215 0.004681 4 0.878451 0.001476 4 0.873447 0.003530 4 0.889932 0.001056 4 0.854984 0.006262 4 0.866970 0.002169 4
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power_bald 0.860678 0.003476 4 0.874463 0.003711 4 0.867326 0.003072 4 0.881582 0.004556 4 0.854031 0.005651 4 0.867344 0.003635 4
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power_pe 0.862132 0.007015 4 0.875608 0.005059 4 0.870584 0.005435 4 0.884390 0.004942 4 0.853680 0.008793 4 0.866826 0.005202 4
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pred_entropy 0.863374 0.002242 4 0.876887 0.000872 4 0.871146 0.002304 4 0.886396 0.001978 4 0.855601 0.002342 4 0.867378 0.000868 4
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random 0.856179 0.006516 4 0.867444 0.003075 4 0.862266 0.005900 4 0.874535 0.003328 4 0.850092 0.007748 4 0.860352 0.002891 4
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random-label 0.862375 0.001283 4 0.875437 0.001526 4 0.868949 0.002995 4 0.885571 0.002601 4 0.855800 0.002760 4 0.865303 0.003189 4
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random-label2 0.856926 0.005613 4 0.870159 0.001861 4 0.861860 0.004354 4 0.876673 0.002334 4 0.851993 0.007393 4 0.863645 0.001935 4
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softrank_bald 0.864384 0.003330 4 0.876586 0.003229 4 0.872393 0.003162 4 0.887528 0.002813 4 0.856375 0.004028 4 0.865644 0.004078 4
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/auc_pretty.txt
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Mean DICE Final Mean DICE AUBC #Seeds
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class_power_pe66_exp 87.80 (+/- 0.28) 86.62 (+/- 0.41) 4.0
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mutual_information 87.85 (+/- 0.15) 86.42 (+/- 0.47) 4.0
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power_bald 87.45 (+/- 0.37) 86.07 (+/- 0.35) 4.0
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power_pe 87.56 (+/- 0.51) 86.21 (+/- 0.70) 4.0
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pred_entropy 87.69 (+/- 0.09) 86.34 (+/- 0.22) 4.0
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random 86.74 (+/- 0.31) 85.62 (+/- 0.65) 4.0
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random-label 87.54 (+/- 0.15) 86.24 (+/- 0.13) 4.0
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random-label2 87.02 (+/- 0.19) 85.69 (+/- 0.56) 4.0
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softrank_bald 87.66 (+/- 0.32) 86.44 (+/- 0.33) 4.0
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/beta.json
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{"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":79.6719276304,"1":72.1830074903,"2":79.1206889298,"3":84.345779627,"4":63.6411779659,"5":118.4282777423,"6":57.1596740924,"7":78.7882614682,"8":73.0655021202},"beta_std":{"0":214.1573237524,"1":173.5289025422,"2":97.8409701937,"3":144.1455555026,"4":128.0026201691,"5":222.5728573971,"6":55.7819514405,"7":124.7699286228,"8":153.8394184225}}
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/beta.txt
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Query Method beta beta_std
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0 class_power_pe66_exp 79.671928 214.157324
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1 mutual_information 72.183007 173.528903
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2 power_bald 79.120689 97.840970
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3 power_pe 84.345780 144.145556
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4 pred_entropy 63.641178 128.002620
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5 random 118.428278 222.572857
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6 random-label 57.159674 55.781951
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7 random-label2 78.788261 124.769929
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8 softrank_bald 73.065502 153.839418
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/overview.png
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/ppm.json
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"alpha": 0.05,
|
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| 105 |
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"compute_kwargs": {
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| 106 |
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"qm_key": "uncertainty",
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| 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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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-20__qs-20/ppm.png
ADDED
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Git LFS Details
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/analysis.pkl
ADDED
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size 113600
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/auc.json
ADDED
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@@ -0,0 +1 @@
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{"('Mean Dice AUBC', 'mean')":{"class_power_pe66_exp":0.8766142002,"mutual_information":0.8764157781,"power_bald":0.8731586952,"power_pe":0.874272177,"pred_entropy":0.8743498432,"random":0.8706146252,"random-label":0.8748937646,"random-label2":0.8725766108,"softrank_bald":0.8753564323},"('Mean Dice AUBC', 'std')":{"class_power_pe66_exp":0.000648707,"mutual_information":0.001745415,"power_bald":0.0003776915,"power_pe":0.0010854737,"pred_entropy":0.0013652494,"random":0.0021037432,"random-label":0.0020770576,"random-label2":0.0017132906,"softrank_bald":0.0016793624},"('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":0.8842560979,"mutual_information":0.8842836438,"power_bald":0.8812218812,"power_pe":0.8829183584,"pred_entropy":0.8840947597,"random":0.8776080852,"random-label":0.8826500611,"random-label2":0.8800026429,"softrank_bald":0.8827208851},"('Mean Dice Final', 'std')":{"class_power_pe66_exp":0.0005250387,"mutual_information":0.0018548473,"power_bald":0.0003597893,"power_pe":0.0010748917,"pred_entropy":0.0009179254,"random":0.0010060302,"random-label":0.0010251126,"random-label2":0.0006862873,"softrank_bald":0.0009545578},"('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":0.8848714417,"mutual_information":0.884531511,"power_bald":0.8806831253,"power_pe":0.8813442048,"pred_entropy":0.8825707149,"random":0.8767349406,"random-label":0.881396001,"random-label2":0.8785490129,"softrank_bald":0.8838739796},"('Class 1 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0008016315,"mutual_information":0.0025347706,"power_bald":0.0010800958,"power_pe":0.0015084002,"pred_entropy":0.0009551832,"random":0.0041814865,"random-label":0.0032931729,"random-label2":0.004061056,"softrank_bald":0.0032562533},"('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":0.8935809418,"mutual_information":0.8932457763,"power_bald":0.8903213943,"power_pe":0.8917605713,"pred_entropy":0.8937596081,"random":0.8854160365,"random-label":0.8916281387,"random-label2":0.8887644637,"softrank_bald":0.8929164696},"('Class 1 Dice Final', 'std')":{"class_power_pe66_exp":0.000768369,"mutual_information":0.0021454814,"power_bald":0.0007829501,"power_pe":0.0022961901,"pred_entropy":0.0010632554,"random":0.0019824269,"random-label":0.0014498173,"random-label2":0.0014696348,"softrank_bald":0.0015080251},"('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":0.8683569588,"mutual_information":0.8683000452,"power_bald":0.8656342651,"power_pe":0.8672001493,"pred_entropy":0.8661289715,"random":0.8644943097,"random-label":0.8683915282,"random-label2":0.8666042087,"softrank_bald":0.866838885},"('Class 2 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0012257208,"mutual_information":0.0018980363,"power_bald":0.0009514649,"power_pe":0.0017799392,"pred_entropy":0.0017894444,"random":0.0013277525,"random-label":0.0032126344,"random-label2":0.000744118,"softrank_bald":0.0022520535},"('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":0.8749312539,"mutual_information":0.8753215114,"power_bald":0.8721223682,"power_pe":0.8740761455,"pred_entropy":0.8744299114,"random":0.8698001338,"random-label":0.8736719835,"random-label2":0.8712408221,"softrank_bald":0.8725253006},"('Class 2 Dice Final', 'std')":{"class_power_pe66_exp":0.0008560826,"mutual_information":0.0020361791,"power_bald":0.0003953026,"power_pe":0.0018566127,"pred_entropy":0.0016249351,"random":0.0006597897,"random-label":0.0016878129,"random-label2":0.001679533,"softrank_bald":0.0008495446},"('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}}
|
analysis/patch-10_10_10__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
|
| 2 |
+
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 0.876614 0.000649 4 0.884256 0.000525 4 0.884871 0.000802 4 0.893581 0.000768 4 0.868357 0.001226 4 0.874931 0.000856 4
|
| 5 |
+
mutual_information 0.876416 0.001745 4 0.884284 0.001855 4 0.884532 0.002535 4 0.893246 0.002145 4 0.868300 0.001898 4 0.875322 0.002036 4
|
| 6 |
+
power_bald 0.873159 0.000378 4 0.881222 0.000360 4 0.880683 0.001080 4 0.890321 0.000783 4 0.865634 0.000951 4 0.872122 0.000395 4
|
| 7 |
+
power_pe 0.874272 0.001085 4 0.882918 0.001075 4 0.881344 0.001508 4 0.891761 0.002296 4 0.867200 0.001780 4 0.874076 0.001857 4
|
| 8 |
+
pred_entropy 0.874350 0.001365 4 0.884095 0.000918 4 0.882571 0.000955 4 0.893760 0.001063 4 0.866129 0.001789 4 0.874430 0.001625 4
|
| 9 |
+
random 0.870615 0.002104 4 0.877608 0.001006 4 0.876735 0.004181 4 0.885416 0.001982 4 0.864494 0.001328 4 0.869800 0.000660 4
|
| 10 |
+
random-label 0.874894 0.002077 4 0.882650 0.001025 4 0.881396 0.003293 4 0.891628 0.001450 4 0.868392 0.003213 4 0.873672 0.001688 4
|
| 11 |
+
random-label2 0.872577 0.001713 4 0.880003 0.000686 4 0.878549 0.004061 4 0.888764 0.001470 4 0.866604 0.000744 4 0.871241 0.001680 4
|
| 12 |
+
softrank_bald 0.875356 0.001679 4 0.882721 0.000955 4 0.883874 0.003256 4 0.892916 0.001508 4 0.866839 0.002252 4 0.872525 0.000850 4
|
analysis/patch-10_10_10__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 88.43 (+/- 0.05) 87.66 (+/- 0.06) 4.0
|
| 3 |
+
mutual_information 88.43 (+/- 0.19) 87.64 (+/- 0.17) 4.0
|
| 4 |
+
power_bald 88.12 (+/- 0.04) 87.32 (+/- 0.04) 4.0
|
| 5 |
+
power_pe 88.29 (+/- 0.11) 87.43 (+/- 0.11) 4.0
|
| 6 |
+
pred_entropy 88.41 (+/- 0.09) 87.43 (+/- 0.14) 4.0
|
| 7 |
+
random 87.76 (+/- 0.10) 87.06 (+/- 0.21) 4.0
|
| 8 |
+
random-label 88.27 (+/- 0.10) 87.49 (+/- 0.21) 4.0
|
| 9 |
+
random-label2 88.00 (+/- 0.07) 87.26 (+/- 0.17) 4.0
|
| 10 |
+
softrank_bald 88.27 (+/- 0.10) 87.54 (+/- 0.17) 4.0
|
analysis/patch-10_10_10__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":14.8855394361,"1":15.0204269986,"2":18.1573303387,"3":19.8086383489,"4":13.3692762025,"5":25.6448032475,"6":14.9123492722,"7":17.190560398,"8":16.6320886548},"beta_std":{"0":2.0828714462,"1":2.4889165352,"2":1.2753454531,"3":2.6450827323,"4":1.216360286,"5":5.4916308971,"6":1.1474850878,"7":2.5068898892,"8":2.1916030577}}
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/beta.txt
ADDED
|
@@ -0,0 +1,10 @@
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|
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|
| 1 |
+
Query Method beta beta_std
|
| 2 |
+
0 class_power_pe66_exp 14.885539 2.082871
|
| 3 |
+
1 mutual_information 15.020427 2.488917
|
| 4 |
+
2 power_bald 18.157330 1.275345
|
| 5 |
+
3 power_pe 19.808638 2.645083
|
| 6 |
+
4 pred_entropy 13.369276 1.216360
|
| 7 |
+
5 random 25.644803 5.491631
|
| 8 |
+
6 random-label 14.912349 1.147485
|
| 9 |
+
7 random-label2 17.190560 2.506890
|
| 10 |
+
8 softrank_bald 16.632089 2.191603
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/overview.png
ADDED
|
Git LFS Details
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/ppm.json
ADDED
|
@@ -0,0 +1,111 @@
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"value_key": "Mean Dice",
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-40__qs-40/ppm.png
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Git LFS Details
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/analysis.pkl
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/auc.json
ADDED
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analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/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
|
| 2 |
+
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 0.879582 0.000959 4 0.885911 0.000785 4 0.888092 0.000701 4 0.895125 0.001061 4 0.871073 0.001527 4 0.876697 0.000807 4
|
| 5 |
+
mutual_information 0.879941 0.001587 4 0.887592 0.000806 4 0.889004 0.002293 4 0.896791 0.000933 4 0.870879 0.000992 4 0.878393 0.000686 4
|
| 6 |
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power_bald 0.878154 0.000430 4 0.884667 0.000727 4 0.886296 0.000678 4 0.894168 0.000903 4 0.870012 0.000404 4 0.875166 0.000615 4
|
| 7 |
+
power_pe 0.879440 0.001070 4 0.884311 0.001490 4 0.887953 0.001991 4 0.893485 0.001951 4 0.870927 0.000792 4 0.875137 0.001230 4
|
| 8 |
+
pred_entropy 0.879920 0.001361 4 0.887358 0.000949 4 0.889058 0.001860 4 0.896663 0.001227 4 0.870782 0.001075 4 0.878053 0.000800 4
|
| 9 |
+
random 0.875806 0.001474 4 0.881262 0.001546 4 0.884206 0.001383 4 0.890449 0.001234 4 0.867405 0.001957 4 0.872074 0.001971 4
|
| 10 |
+
random-label 0.878492 0.002094 4 0.885400 0.001677 4 0.886763 0.002973 4 0.894353 0.001443 4 0.870222 0.001442 4 0.876447 0.002292 4
|
| 11 |
+
random-label2 0.877378 0.000634 4 0.883080 0.001129 4 0.885809 0.001008 4 0.891833 0.001625 4 0.868947 0.000731 4 0.874327 0.000850 4
|
| 12 |
+
softrank_bald 0.879234 0.000686 4 0.886614 0.001377 4 0.888450 0.001047 4 0.895851 0.001013 4 0.870017 0.000876 4 0.877377 0.001821 4
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/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 88.59 (+/- 0.08) 87.96 (+/- 0.10) 4.0
|
| 3 |
+
mutual_information 88.76 (+/- 0.08) 87.99 (+/- 0.16) 4.0
|
| 4 |
+
power_bald 88.47 (+/- 0.07) 87.82 (+/- 0.04) 4.0
|
| 5 |
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power_pe 88.43 (+/- 0.15) 87.94 (+/- 0.11) 4.0
|
| 6 |
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pred_entropy 88.74 (+/- 0.09) 87.99 (+/- 0.14) 4.0
|
| 7 |
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random 88.13 (+/- 0.15) 87.58 (+/- 0.15) 4.0
|
| 8 |
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random-label 88.54 (+/- 0.17) 87.85 (+/- 0.21) 4.0
|
| 9 |
+
random-label2 88.31 (+/- 0.11) 87.74 (+/- 0.06) 4.0
|
| 10 |
+
softrank_bald 88.66 (+/- 0.14) 87.92 (+/- 0.07) 4.0
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/beta.json
ADDED
|
@@ -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":12.6434208093,"1":12.4618815403,"2":17.2796079089,"3":18.1070340069,"4":12.30244528,"5":26.0748122315,"6":12.428191162,"7":15.4125831973,"8":15.13381668},"beta_std":{"0":1.965373923,"1":1.3295770996,"2":1.2866360424,"3":2.4093326643,"4":1.7087318871,"5":3.1514427985,"6":0.6399492405,"7":1.2727603815,"8":1.6767445308}}
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/beta.txt
ADDED
|
@@ -0,0 +1,10 @@
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| 1 |
+
Query Method beta beta_std
|
| 2 |
+
0 class_power_pe66_exp 12.643421 1.965374
|
| 3 |
+
1 mutual_information 12.461882 1.329577
|
| 4 |
+
2 power_bald 17.279608 1.286636
|
| 5 |
+
3 power_pe 18.107034 2.409333
|
| 6 |
+
4 pred_entropy 12.302445 1.708732
|
| 7 |
+
5 random 26.074812 3.151443
|
| 8 |
+
6 random-label 12.428191 0.639949
|
| 9 |
+
7 random-label2 15.412583 1.272760
|
| 10 |
+
8 softrank_bald 15.133817 1.676745
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/overview.png
ADDED
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Git LFS Details
|
analysis/patch-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/ppm.json
ADDED
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{
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"budget_key": "#Patches",
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"value_key": "Mean Dice",
|
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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-10_10_10__sb-random-label2-all-classes__sbs-60__qs-60/ppm.png
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Git LFS Details
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analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/analysis.pkl
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analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/auc.json
ADDED
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| 1 |
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{"('Mean Dice AUBC', 'mean')":{"class_pe33":0.884921408,"class_pe66":0.8842570024,"class_power_pe66":0.88212962,"class_power_pe66_exp":0.8828151222,"kmeans_bald":0.8829649675,"mutual_information":0.8846402612,"power_bald":0.8820199924,"power_pe":0.8816329323,"pred_entropy":0.8850223264,"random":0.8807249215,"random-label":0.882777858,"random-label2":0.8821964554,"softrank_bald":0.884448035},"('Mean Dice AUBC', 'std')":{"class_pe33":0.0005588664,"class_pe66":0.000990267,"class_power_pe66":0.001324965,"class_power_pe66_exp":0.0011553549,"kmeans_bald":0.0006874066,"mutual_information":0.0003347372,"power_bald":0.0007957668,"power_pe":0.0007809888,"pred_entropy":0.0005722533,"random":0.0010476358,"random-label":0.0012778275,"random-label2":0.0016181274,"softrank_bald":0.0010762153},"('Mean Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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_pe33":0.8896926243,"class_pe66":0.8889686435,"class_power_pe66":0.8863980932,"class_power_pe66_exp":0.8889429659,"kmeans_bald":0.8873602433,"mutual_information":0.8886992352,"power_bald":0.8876647885,"power_pe":0.8869766298,"pred_entropy":0.8890320598,"random":0.8858305244,"random-label":0.8875791476,"random-label2":0.8869576145,"softrank_bald":0.8892794035},"('Mean Dice Final', 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'std')":{"class_pe33":0.0026800669,"class_pe66":0.0020853691,"class_power_pe66":0.0016965398,"class_power_pe66_exp":0.0014758531,"kmeans_bald":0.0007705408,"mutual_information":0.0008315084,"power_bald":0.0010629833,"power_pe":0.0013351107,"pred_entropy":0.0008837972,"random":0.0010202401,"random-label":0.0014272389,"random-label2":0.0010151602,"softrank_bald":0.0019230483},"('Class 2 Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/auc.txt
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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
|
| 2 |
+
mean std count mean std count mean std count mean std count mean std count mean std count
|
| 3 |
+
Query Method
|
| 4 |
+
class_pe33 0.884921 0.000559 4 0.889693 0.002034 4 0.894896 0.000610 4 0.899610 0.001731 4 0.874947 0.001213 4 0.879775 0.002680 4
|
| 5 |
+
class_pe66 0.884257 0.000990 4 0.888969 0.001449 4 0.893698 0.001552 4 0.898760 0.000995 4 0.874816 0.000753 4 0.879177 0.002085 4
|
| 6 |
+
class_power_pe66 0.882130 0.001325 4 0.886398 0.001394 4 0.890742 0.001079 4 0.895191 0.001296 4 0.873517 0.001580 4 0.877605 0.001697 4
|
| 7 |
+
class_power_pe66_exp 0.882815 0.001155 4 0.888943 0.001258 4 0.891637 0.000882 4 0.898162 0.001132 4 0.873994 0.001871 4 0.879723 0.001476 4
|
| 8 |
+
kmeans_bald 0.882965 0.000687 4 0.887360 0.000575 4 0.892381 0.001580 4 0.896984 0.000400 4 0.873549 0.001283 4 0.877737 0.000771 4
|
| 9 |
+
mutual_information 0.884640 0.000335 4 0.888699 0.000596 4 0.894280 0.000543 4 0.897971 0.000799 4 0.875000 0.000244 4 0.879428 0.000832 4
|
| 10 |
+
power_bald 0.882020 0.000796 4 0.887665 0.001114 4 0.890771 0.001916 4 0.897141 0.001450 4 0.873269 0.000707 4 0.878188 0.001063 4
|
| 11 |
+
power_pe 0.881633 0.000781 4 0.886977 0.001134 4 0.891172 0.001102 4 0.896227 0.001112 4 0.872094 0.000581 4 0.877726 0.001335 4
|
| 12 |
+
pred_entropy 0.885022 0.000572 4 0.889032 0.001003 4 0.894859 0.000633 4 0.898988 0.001378 4 0.875186 0.000522 4 0.879076 0.000884 4
|
| 13 |
+
random 0.880725 0.001048 4 0.885831 0.000834 4 0.889837 0.001352 4 0.894878 0.001070 4 0.871613 0.001604 4 0.876783 0.001020 4
|
| 14 |
+
random-label 0.882778 0.001278 4 0.887579 0.001352 4 0.891617 0.002408 4 0.896881 0.002123 4 0.873939 0.000369 4 0.878277 0.001427 4
|
| 15 |
+
random-label2 0.882196 0.001618 4 0.886958 0.000775 4 0.891266 0.001491 4 0.896538 0.001177 4 0.873127 0.001939 4 0.877377 0.001015 4
|
| 16 |
+
softrank_bald 0.884448 0.001076 4 0.889279 0.001750 4 0.893853 0.000685 4 0.898725 0.001711 4 0.875043 0.001495 4 0.879834 0.001923 4
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/auc_pretty.txt
ADDED
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| 1 |
+
Mean DICE Final Mean DICE AUBC #Seeds
|
| 2 |
+
class_pe33 88.97 (+/- 0.20) 88.49 (+/- 0.06) 4.0
|
| 3 |
+
class_pe66 88.90 (+/- 0.14) 88.43 (+/- 0.10) 4.0
|
| 4 |
+
class_power_pe66 88.64 (+/- 0.14) 88.21 (+/- 0.13) 4.0
|
| 5 |
+
class_power_pe66_exp 88.89 (+/- 0.13) 88.28 (+/- 0.12) 4.0
|
| 6 |
+
kmeans_bald 88.74 (+/- 0.06) 88.30 (+/- 0.07) 4.0
|
| 7 |
+
mutual_information 88.87 (+/- 0.06) 88.46 (+/- 0.03) 4.0
|
| 8 |
+
power_bald 88.77 (+/- 0.11) 88.20 (+/- 0.08) 4.0
|
| 9 |
+
power_pe 88.70 (+/- 0.11) 88.16 (+/- 0.08) 4.0
|
| 10 |
+
pred_entropy 88.90 (+/- 0.10) 88.50 (+/- 0.06) 4.0
|
| 11 |
+
random 88.58 (+/- 0.08) 88.07 (+/- 0.10) 4.0
|
| 12 |
+
random-label 88.76 (+/- 0.14) 88.28 (+/- 0.13) 4.0
|
| 13 |
+
random-label2 88.70 (+/- 0.08) 88.22 (+/- 0.16) 4.0
|
| 14 |
+
softrank_bald 88.93 (+/- 0.18) 88.44 (+/- 0.11) 4.0
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/beta.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"Query Method":{"0":"class_pe33","1":"class_pe66","2":"class_power_pe66","3":"class_power_pe66_exp","4":"kmeans_bald","5":"mutual_information","6":"power_bald","7":"power_pe","8":"pred_entropy","9":"random","10":"random-label","11":"random-label2","12":"softrank_bald"},"beta":{"0":9.727050592,"1":8.9866936606,"2":9.2692679604,"3":9.5895531642,"4":10.082285555,"5":9.5817274612,"6":9.2145770484,"7":9.2545850732,"8":9.7528859276,"9":8.7579950779,"10":9.8751278949,"11":9.604755403,"12":9.6081538196},"beta_std":{"0":0.9416150371,"1":0.640003165,"2":0.714796749,"3":0.709298126,"4":0.8437871499,"5":0.9754841822,"6":0.4941417,"7":0.5218430748,"8":1.0116048378,"9":0.4737475263,"10":0.727692715,"11":0.8102641461,"12":0.9814861637}}
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/beta.txt
ADDED
|
@@ -0,0 +1,14 @@
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|
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| 1 |
+
Query Method beta beta_std
|
| 2 |
+
0 class_pe33 9.727051 0.941615
|
| 3 |
+
1 class_pe66 8.986694 0.640003
|
| 4 |
+
2 class_power_pe66 9.269268 0.714797
|
| 5 |
+
3 class_power_pe66_exp 9.589553 0.709298
|
| 6 |
+
4 kmeans_bald 10.082286 0.843787
|
| 7 |
+
5 mutual_information 9.581727 0.975484
|
| 8 |
+
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ADDED
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Git LFS Details
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analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/ppm.json
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|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-20__qs-20/ppm.png
ADDED
|
Git LFS Details
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/analysis.pkl
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/auc.json
ADDED
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@@ -0,0 +1 @@
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|
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|
| 1 |
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'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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_pe33":0.8921888109,"class_pe66":0.8907581151,"class_power_pe66":0.8910712878,"class_power_pe66_exp":0.891523447,"kmeans_bald":0.8930383171,"mutual_information":0.8917846518,"power_bald":0.8915700319,"power_pe":0.8907295411,"pred_entropy":0.8918037989,"random":0.8906538144,"random-label":0.8902136215,"random-label2":0.8921646257,"softrank_bald":0.8911672477},"('Mean Dice Final', 'std')":{"class_pe33":0.0008092842,"class_pe66":0.0011895291,"class_power_pe66":0.0007999544,"class_power_pe66_exp":0.001381599,"kmeans_bald":0.0012144528,"mutual_information":0.0007300721,"power_bald":0.0005522487,"power_pe":0.002079852,"pred_entropy":0.0006871378,"random":0.0004087,"random-label":0.0004375136,"random-label2":0.0013605651,"softrank_bald":0.0002133224},"('Mean Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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_pe33":0.8982770188,"class_pe66":0.8970818499,"class_power_pe66":0.895600102,"class_power_pe66_exp":0.895754116,"kmeans_bald":0.8970154137,"mutual_information":0.8977352131,"power_bald":0.8964929806,"power_pe":0.8946097923,"pred_entropy":0.897843056,"random":0.895442171,"random-label":0.8953608056,"random-label2":0.8965236734,"softrank_bald":0.8964062813},"('Class 1 Dice AUBC', 'std')":{"class_pe33":0.0010632726,"class_pe66":0.0008426477,"class_power_pe66":0.0006795558,"class_power_pe66_exp":0.0006540663,"kmeans_bald":0.0009595641,"mutual_information":0.0002501817,"power_bald":0.0007086238,"power_pe":0.0019781536,"pred_entropy":0.0004232108,"random":0.0012019611,"random-label":0.0009828371,"random-label2":0.0015035674,"softrank_bald":0.0013709371},"('Class 1 Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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_pe33":0.9014447542,"class_pe66":0.8999967506,"class_power_pe66":0.8997294348,"class_power_pe66_exp":0.9001601771,"kmeans_bald":0.9024936334,"mutual_information":0.9016194282,"power_bald":0.9002794105,"power_pe":0.8992509685,"pred_entropy":0.9015644261,"random":0.8999524252,"random-label":0.8994257446,"random-label2":0.9010885306,"softrank_bald":0.9006365097},"('Class 1 Dice Final', 'std')":{"class_pe33":0.0008469289,"class_pe66":0.0014122138,"class_power_pe66":0.0005588725,"class_power_pe66_exp":0.0014659423,"kmeans_bald":0.0011092875,"mutual_information":0.0004609357,"power_bald":0.0008698077,"power_pe":0.0028454102,"pred_entropy":0.0006570177,"random":0.001212658,"random-label":0.0008324883,"random-label2":0.0015979924,"softrank_bald":0.0009569545},"('Class 1 Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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_pe33":0.879377159,"class_pe66":0.8782699418,"class_power_pe66":0.8782599053,"class_power_pe66_exp":0.8782874745,"kmeans_bald":0.8784796172,"mutual_information":0.8780971756,"power_bald":0.8786972484,"power_pe":0.8780069688,"pred_entropy":0.8782913749,"random":0.877550052,"random-label":0.8772757784,"random-label2":0.8789663901,"softrank_bald":0.8779763055},"('Class 2 Dice AUBC', 'std')":{"class_pe33":0.0010598857,"class_pe66":0.0006620487,"class_power_pe66":0.0005271159,"class_power_pe66_exp":0.0016307109,"kmeans_bald":0.0010387901,"mutual_information":0.0004700471,"power_bald":0.0005198245,"power_pe":0.0004239909,"pred_entropy":0.0006697805,"random":0.0017084055,"random-label":0.0006675017,"random-label2":0.0013297016,"softrank_bald":0.0006674661},"('Class 2 Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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_pe33":0.8829328676,"class_pe66":0.8815194796,"class_power_pe66":0.8824131409,"class_power_pe66_exp":0.8828867169,"kmeans_bald":0.8835830008,"mutual_information":0.8819498755,"power_bald":0.8828606534,"power_pe":0.8822081137,"pred_entropy":0.8820431717,"random":0.8813552035,"random-label":0.8810014983,"random-label2":0.8832407209,"softrank_bald":0.8816979857},"('Class 2 Dice Final', 'std')":{"class_pe33":0.0009110311,"class_pe66":0.0011693398,"class_power_pe66":0.0012081931,"class_power_pe66_exp":0.0013236696,"kmeans_bald":0.001550155,"mutual_information":0.0012712569,"power_bald":0.0009193487,"power_pe":0.0013705951,"pred_entropy":0.0012834498,"random":0.0012184392,"random-label":0.0009832747,"random-label2":0.0013426005,"softrank_bald":0.0010514698},"('Class 2 Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe66":4,"class_power_pe66_exp":4,"kmeans_bald":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-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/auc.txt
ADDED
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@@ -0,0 +1,16 @@
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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
|
| 2 |
+
mean std count mean std count mean std count mean std count mean std count mean std count
|
| 3 |
+
Query Method
|
| 4 |
+
class_pe33 0.888827 0.000536 4 0.892189 0.000809 4 0.898277 0.001063 4 0.901445 0.000847 4 0.879377 0.001060 4 0.882933 0.000911 4
|
| 5 |
+
class_pe66 0.887676 0.000301 4 0.890758 0.001190 4 0.897082 0.000843 4 0.899997 0.001412 4 0.878270 0.000662 4 0.881519 0.001169 4
|
| 6 |
+
class_power_pe66 0.886930 0.000555 4 0.891071 0.000800 4 0.895600 0.000680 4 0.899729 0.000559 4 0.878260 0.000527 4 0.882413 0.001208 4
|
| 7 |
+
class_power_pe66_exp 0.887021 0.001091 4 0.891523 0.001382 4 0.895754 0.000654 4 0.900160 0.001466 4 0.878287 0.001631 4 0.882887 0.001324 4
|
| 8 |
+
kmeans_bald 0.887748 0.000467 4 0.893038 0.001214 4 0.897015 0.000960 4 0.902494 0.001109 4 0.878480 0.001039 4 0.883583 0.001550 4
|
| 9 |
+
mutual_information 0.887916 0.000237 4 0.891785 0.000730 4 0.897735 0.000250 4 0.901619 0.000461 4 0.878097 0.000470 4 0.881950 0.001271 4
|
| 10 |
+
power_bald 0.887595 0.000390 4 0.891570 0.000552 4 0.896493 0.000709 4 0.900279 0.000870 4 0.878697 0.000520 4 0.882861 0.000919 4
|
| 11 |
+
power_pe 0.886308 0.000866 4 0.890730 0.002080 4 0.894610 0.001978 4 0.899251 0.002845 4 0.878007 0.000424 4 0.882208 0.001371 4
|
| 12 |
+
pred_entropy 0.888067 0.000388 4 0.891804 0.000687 4 0.897843 0.000423 4 0.901564 0.000657 4 0.878291 0.000670 4 0.882043 0.001283 4
|
| 13 |
+
random 0.886496 0.001108 4 0.890654 0.000409 4 0.895442 0.001202 4 0.899952 0.001213 4 0.877550 0.001708 4 0.881355 0.001218 4
|
| 14 |
+
random-label 0.886318 0.000178 4 0.890214 0.000438 4 0.895361 0.000983 4 0.899426 0.000832 4 0.877276 0.000668 4 0.881001 0.000983 4
|
| 15 |
+
random-label2 0.887745 0.001254 4 0.892165 0.001361 4 0.896524 0.001504 4 0.901089 0.001598 4 0.878966 0.001330 4 0.883241 0.001343 4
|
| 16 |
+
softrank_bald 0.887191 0.000776 4 0.891167 0.000213 4 0.896406 0.001371 4 0.900637 0.000957 4 0.877976 0.000667 4 0.881698 0.001051 4
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/auc_pretty.txt
ADDED
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@@ -0,0 +1,14 @@
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| 1 |
+
Mean DICE Final Mean DICE AUBC #Seeds
|
| 2 |
+
class_pe33 89.22 (+/- 0.08) 88.88 (+/- 0.05) 4.0
|
| 3 |
+
class_pe66 89.08 (+/- 0.12) 88.77 (+/- 0.03) 4.0
|
| 4 |
+
class_power_pe66 89.11 (+/- 0.08) 88.69 (+/- 0.06) 4.0
|
| 5 |
+
class_power_pe66_exp 89.15 (+/- 0.14) 88.70 (+/- 0.11) 4.0
|
| 6 |
+
kmeans_bald 89.30 (+/- 0.12) 88.77 (+/- 0.05) 4.0
|
| 7 |
+
mutual_information 89.18 (+/- 0.07) 88.79 (+/- 0.02) 4.0
|
| 8 |
+
power_bald 89.16 (+/- 0.06) 88.76 (+/- 0.04) 4.0
|
| 9 |
+
power_pe 89.07 (+/- 0.21) 88.63 (+/- 0.09) 4.0
|
| 10 |
+
pred_entropy 89.18 (+/- 0.07) 88.81 (+/- 0.04) 4.0
|
| 11 |
+
random 89.07 (+/- 0.04) 88.65 (+/- 0.11) 4.0
|
| 12 |
+
random-label 89.02 (+/- 0.04) 88.63 (+/- 0.02) 4.0
|
| 13 |
+
random-label2 89.22 (+/- 0.14) 88.77 (+/- 0.13) 4.0
|
| 14 |
+
softrank_bald 89.12 (+/- 0.02) 88.72 (+/- 0.08) 4.0
|
analysis/patch-20_20_20__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_pe33","1":"class_pe66","2":"class_power_pe66","3":"class_power_pe66_exp","4":"kmeans_bald","5":"mutual_information","6":"power_bald","7":"power_pe","8":"pred_entropy","9":"random","10":"random-label","11":"random-label2","12":"softrank_bald"},"beta":{"0":5.210782355,"1":4.0228558074,"2":5.2844107827,"3":4.7890559319,"4":5.3364819243,"5":4.5178430405,"6":5.556632197,"7":4.4086288397,"8":4.2312742524,"9":5.0990784574,"10":4.2136854177,"11":6.2077619778,"12":3.9027754989},"beta_std":{"0":0.0769881788,"1":0.0821371077,"2":0.0790792408,"3":0.1123031643,"4":0.055424209,"5":0.0614365788,"6":0.0701695259,"7":0.1038118273,"8":0.0604218278,"9":0.0812331912,"10":0.0282168754,"11":0.1681932541,"12":0.0512101284}}
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/beta.txt
ADDED
|
@@ -0,0 +1,14 @@
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|
| 1 |
+
Query Method beta beta_std
|
| 2 |
+
0 class_pe33 5.210782 0.076988
|
| 3 |
+
1 class_pe66 4.022856 0.082137
|
| 4 |
+
2 class_power_pe66 5.284411 0.079079
|
| 5 |
+
3 class_power_pe66_exp 4.789056 0.112303
|
| 6 |
+
4 kmeans_bald 5.336482 0.055424
|
| 7 |
+
5 mutual_information 4.517843 0.061437
|
| 8 |
+
6 power_bald 5.556632 0.070170
|
| 9 |
+
7 power_pe 4.408629 0.103812
|
| 10 |
+
8 pred_entropy 4.231274 0.060422
|
| 11 |
+
9 random 5.099078 0.081233
|
| 12 |
+
10 random-label 4.213685 0.028217
|
| 13 |
+
11 random-label2 6.207762 0.168193
|
| 14 |
+
12 softrank_bald 3.902775 0.051210
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/overview.png
ADDED
|
Git LFS Details
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-40__qs-40/ppm.json
ADDED
|
@@ -0,0 +1,207 @@
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|
| 1 |
+
{
|
| 2 |
+
"matrix": {
|
| 3 |
+
"mutual_information": {
|
| 4 |
+
"mutual_information": 0.0,
|
| 5 |
+
"power_bald": 0.2,
|
| 6 |
+
"power_pe": 0.0,
|
| 7 |
+
"pred_entropy": 0.0,
|
| 8 |
+
"random-label2": 0.0,
|
| 9 |
+
"random-label": 0.2,
|
| 10 |
+
"random": 0.0,
|
| 11 |
+
"softrank_bald": 0.0,
|
| 12 |
+
"kmeans_bald": 0.0,
|
| 13 |
+
"class_pe33": 0.2,
|
| 14 |
+
"class_pe66": 0.2,
|
| 15 |
+
"class_power_pe66_exp": 0.0,
|
| 16 |
+
"class_power_pe66": 0.0
|
| 17 |
+
},
|
| 18 |
+
"power_bald": {
|
| 19 |
+
"mutual_information": 0.0,
|
| 20 |
+
"power_bald": 0.0,
|
| 21 |
+
"power_pe": 0.0,
|
| 22 |
+
"pred_entropy": 0.0,
|
| 23 |
+
"random-label2": 0.0,
|
| 24 |
+
"random-label": 0.0,
|
| 25 |
+
"random": 0.0,
|
| 26 |
+
"softrank_bald": 0.0,
|
| 27 |
+
"kmeans_bald": 0.0,
|
| 28 |
+
"class_pe33": 0.4,
|
| 29 |
+
"class_pe66": 0.0,
|
| 30 |
+
"class_power_pe66_exp": 0.0,
|
| 31 |
+
"class_power_pe66": 0.0
|
| 32 |
+
},
|
| 33 |
+
"power_pe": {
|
| 34 |
+
"mutual_information": 0.2,
|
| 35 |
+
"power_bald": 0.0,
|
| 36 |
+
"power_pe": 0.0,
|
| 37 |
+
"pred_entropy": 0.2,
|
| 38 |
+
"random-label2": 0.2,
|
| 39 |
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|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-60__qs-60/auc.txt
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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
|
| 2 |
+
mean std count mean std count mean std count mean std count mean std count mean std count
|
| 3 |
+
Query Method
|
| 4 |
+
class_pe33 0.890360 0.000497 2 0.894309 0.000015 2 0.898992 0.001045 2 0.903163 0.000479 2 0.881729 0.000051 2 0.885455 0.000509 2
|
| 5 |
+
class_pe66 0.890299 0.000579 4 0.894554 0.000795 4 0.899397 0.000583 4 0.903929 0.000816 4 0.881201 0.000857 4 0.885178 0.000867 4
|
| 6 |
+
class_power_pe66 0.889072 0.000744 4 0.892532 0.000588 4 0.898021 0.000455 4 0.901705 0.000342 4 0.880122 0.001061 4 0.883359 0.000950 4
|
| 7 |
+
class_power_pe66_exp 0.889698 0.001087 4 0.894058 0.000907 4 0.898267 0.000571 4 0.902776 0.000659 4 0.881130 0.001608 4 0.885340 0.001274 4
|
| 8 |
+
kmeans_bald 0.889302 0.000967 4 0.893648 0.001076 4 0.898118 0.001112 4 0.902584 0.001042 4 0.880486 0.000911 4 0.884712 0.001124 4
|
| 9 |
+
mutual_information 0.890297 0.000548 4 0.894169 0.000497 4 0.899534 0.000463 4 0.903294 0.000427 4 0.881059 0.000976 4 0.885045 0.001299 4
|
| 10 |
+
power_bald 0.889802 0.000745 4 0.892881 0.001038 4 0.898714 0.000609 4 0.901695 0.001239 4 0.880890 0.001131 4 0.884068 0.001105 4
|
| 11 |
+
power_pe 0.889741 0.000651 4 0.893348 0.001848 4 0.898375 0.000798 4 0.902174 0.001682 4 0.881106 0.000988 4 0.884522 0.002066 4
|
| 12 |
+
pred_entropy 0.890709 0.000710 4 0.895363 0.000253 4 0.900217 0.000236 4 0.904774 0.000709 4 0.881201 0.001273 4 0.885953 0.000550 4
|
| 13 |
+
random 0.889559 0.000878 4 0.892900 0.001959 4 0.898443 0.001113 4 0.901943 0.001836 4 0.880675 0.000674 4 0.883858 0.002189 4
|
| 14 |
+
random-label 0.889238 0.000811 4 0.892603 0.000606 4 0.898041 0.001266 4 0.901679 0.000567 4 0.880436 0.000823 4 0.883527 0.000817 4
|
| 15 |
+
random-label2 0.889411 0.000637 4 0.893277 0.000977 4 0.897979 0.000577 4 0.902337 0.001223 4 0.880843 0.000840 4 0.884217 0.001052 4
|
| 16 |
+
softrank_bald 0.890297 0.000589 4 0.894176 0.000655 4 0.899358 0.000944 4 0.903284 0.000650 4 0.881236 0.001103 4 0.885068 0.001017 4
|
analysis/patch-20_20_20__sb-random-label2-all-classes__sbs-60__qs-60/auc_pretty.txt
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@@ -0,0 +1,14 @@
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| 1 |
+
Mean DICE Final Mean DICE AUBC #Seeds
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| 2 |
+
class_pe33 89.43 (+/- 0.00) 89.04 (+/- 0.05) 2.0
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| 3 |
+
class_pe66 89.46 (+/- 0.08) 89.03 (+/- 0.06) 4.0
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| 4 |
+
class_power_pe66 89.25 (+/- 0.06) 88.91 (+/- 0.07) 4.0
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| 5 |
+
class_power_pe66_exp 89.41 (+/- 0.09) 88.97 (+/- 0.11) 4.0
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| 6 |
+
kmeans_bald 89.36 (+/- 0.11) 88.93 (+/- 0.10) 4.0
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| 7 |
+
mutual_information 89.42 (+/- 0.05) 89.03 (+/- 0.05) 4.0
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| 8 |
+
power_bald 89.29 (+/- 0.10) 88.98 (+/- 0.07) 4.0
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| 9 |
+
power_pe 89.33 (+/- 0.18) 88.97 (+/- 0.07) 4.0
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| 10 |
+
pred_entropy 89.54 (+/- 0.03) 89.07 (+/- 0.07) 4.0
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| 11 |
+
random 89.29 (+/- 0.20) 88.96 (+/- 0.09) 4.0
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| 12 |
+
random-label 89.26 (+/- 0.06) 88.92 (+/- 0.08) 4.0
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| 13 |
+
random-label2 89.33 (+/- 0.10) 88.94 (+/- 0.06) 4.0
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| 14 |
+
softrank_bald 89.42 (+/- 0.07) 89.03 (+/- 0.06) 4.0
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