Xa9aX commited on
Commit
26d391b
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1 Parent(s): 47b1cc0

05 updated

Browse files
feddat_feddualMulti05pqfullfreeze_homoAggOnly_iter100_round5_hetero.csv ADDED
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+ method,final score,client 0,client 1,client 2,client 3,client 4,client 5,client 6,client 7,client 8,client 9,client 10,client 11,client 12,client 13,client 14,client 15,client 16,client 17,client 18,client 19,client 20,GQA-10,GQA-11,GQA-12,GQA-13,GQA-20,GQA-21,GQA-22,GQA-23,GQA-30,GQA-31,GQA-32,GQA-33,Abstract-0,Abstract-1,Abstract-2,Abstract-3,SNLI-VE-0,SNLI-VE-1,SNLI-VE-2,SNLI-VE-3,COCOQA-0,COCOQA-1,COCOQA-2,COCOQA-3,NLVR2_feddat-0,NLVR2_feddat-1,NLVR2_feddat-2,NLVR2_feddat-3,VizWiz-Original-0,VizWiz-Original-1,VizWiz-Original-2,VizWiz-Original-3,AQUA-100,AQUA-101,AQUA-102,AQUA-103,CLVQA-10,CLVQA-11,CLVQA-12,CLVQA-13,CLVQA-20,CLVQA-21,CLVQA-22,CLVQA-23,CLVQA-30,CLVQA-31,CLVQA-32,CLVQA-33,CLVQA-40,CLVQA-41,CLVQA-42,CLVQA-43,CLVQA-50,CLVQA-51,CLVQA-52,CLVQA-53,CLVQA-60,CLVQA-61,CLVQA-62,CLVQA-63,CLVQA-70,CLVQA-71,CLVQA-72,CLVQA-73,CLVQA-80,CLVQA-81,CLVQA-82,CLVQA-83,CLVQA-90,CLVQA-91,CLVQA-92,CLVQA-93,CLVQA-100,CLVQA-101,CLVQA-102,CLVQA-103,CLVQA-110,CLVQA-111,CLVQA-112,CLVQA-113,CLVQA-120,CLVQA-121,CLVQA-122,CLVQA-123
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+ feddat_feddualMulti05pqfullfreeze_homoAggOnly_iter100_round5_hetero,0.776110921894409,0.7603240740740741,0.9494811901353957,0.8301825772467066,0.475,0.7357332186079992,0.835,0.7181442464508596,0.7790316127085116,0.7570844123360168,0.788007042253521,0.6970903614457832,0.5705,0.9301521739130435,0.7884802767999228,0.8489219653179191,0.7492806004618937,0.822,0.78298087431694,0.8343236994219654,0.792796875,0.8538141592920354,0.755,0.676,0.814,0.7962962962962963,0.951935914552737,0.873015873015873,0.972972972972973,1.0,0.7620111731843575,0.85,0.8024691358024691,0.90625,0.669,0.42,0.517,0.294,0.732,0.765,0.7416317991631799,0.7043010752688172,0.936,0.633,0.9,0.871,0.7407407407407407,0.7347347347347347,0.6926926926926927,0.7044088176352705,0.807,0.7827763496143959,0.8077803203661327,0.7185697808535179,0.8865131578947368,0.6131953428201811,0.8085714285714286,0.7200577200577201,0.8380281690140845,0.75,0.7,0.864,0.8403614457831325,0.558,0.64,0.75,1.0,0.282,0.198,0.802,0.904,0.868,0.966,0.9826086956521739,0.89,0.736,0.6910112359550562,0.8369098712446352,0.856,0.7976878612716763,0.888,0.854,0.859122401847575,0.72,0.686,0.732,0.85,0.832,0.79,0.816,0.8579234972677595,0.732,0.72,0.822,0.9132947976878613,0.84,0.754,0.83,0.8671875,0.78,0.7,0.824,0.8672566371681416,0.856,0.822,0.87
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+ feddat_feddualMulti05pqfullfreeze_homoAggOnly_iter100_round5_hetero,0.8013987822683426,0.7817685185185185,0.9611927514964899,0.8238131595282433,0.49125,0.7479883924956134,0.85875,0.7406677719803971,0.7954126915453896,0.8153945409556664,0.8305699056725675,0.7403373493975904,0.7244999999999999,0.9409782608695653,0.7849137290832812,0.8644797687861271,0.7841674364896074,0.8374210526315788,0.789516393442623,0.8486011560693641,0.801125,0.8665265486725664,0.761,0.726,0.816,0.8240740740740741,0.9572763684913218,0.9325396825396826,0.954954954954955,1.0,0.7854748603351955,0.857,0.7777777777777778,0.875,0.681,0.434,0.524,0.326,0.758,0.768,0.7562761506276151,0.7096774193548387,0.942,0.731,0.899,0.863,0.7997997997997998,0.7427427427427428,0.7117117117117117,0.7084168336673347,0.819,0.8200514138817481,0.7951945080091534,0.7474048442906575,0.875,0.8486416558861578,0.8871428571428571,0.6507936507936508,0.8485915492957746,0.8256880733944955,0.772,0.876,0.8373493975903614,0.702,0.654,0.768,1.0,0.832,0.198,0.868,0.914,0.92,0.956,0.9739130434782609,0.884,0.768,0.702247191011236,0.7854077253218884,0.876,0.8179190751445087,0.896,0.868,0.8706697459584296,0.762,0.748,0.756,0.8736842105263158,0.86,0.792,0.824,0.8360655737704918,0.77,0.73,0.822,0.9104046242774566,0.874,0.768,0.842,0.8125,0.824,0.74,0.828,0.8761061946902655,0.856,0.84,0.894
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+ feddat_feddualMulti05pqfullfreeze_homoAggOnly_iter100_round5_hetero,0.8338289906691807,0.8212777777777779,0.9777573802106512,0.814266022656735,0.51225,0.756935810050839,0.9095,0.7604463180615484,0.8312244500860816,0.8899780629294824,0.852516668820261,0.785078313253012,0.7655000000000001,0.9644999999999999,0.8507150745045088,0.884985549132948,0.8116258660508083,0.8554473684210526,0.8480792349726777,0.87471387283237,0.847296875,0.8963141592920354,0.762,0.809,0.853,0.8611111111111112,0.9626168224299065,0.9484126984126984,1.0,1.0,0.776536312849162,0.859,0.7777777777777778,0.84375,0.66,0.495,0.568,0.326,0.757,0.78,0.75418410041841,0.7365591397849462,0.934,0.921,0.902,0.881,0.8148148148148148,0.7567567567567568,0.7267267267267268,0.7434869739478958,0.848,0.8483290488431876,0.8615560640732265,0.7670126874279123,0.8947368421052632,0.9197930142302717,0.9214285714285714,0.823953823953824,0.8345070422535211,0.8715596330275229,0.82,0.884,0.8283132530120482,0.762,0.748,0.802,0.888,0.872,0.368,0.934,0.894,0.966,0.998,1.0,0.892,0.83,0.7752808988764045,0.9055793991416309,0.856,0.869942196531792,0.926,0.888,0.8545034642032333,0.77,0.82,0.802,0.8657894736842106,0.862,0.838,0.856,0.8743169398907104,0.81,0.83,0.878,0.9248554913294798,0.898,0.796,0.88,0.8671875,0.816,0.852,0.854,0.8672566371681416,0.892,0.912,0.914
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feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero.csv ADDED
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1
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero,0.775958318491111,0.7677037037037038,0.9305482001674965,0.8244942883991999,0.47675,0.7352677374364511,0.8370000000000001,0.7201452454458466,0.7772663888643327,0.7586944569836328,0.7893410001292157,0.7028313253012048,0.567,0.9311521739130435,0.7930478371992091,0.8481994219653178,0.7509353348729791,0.821342105263158,0.7775300546448087,0.8353236994219653,0.79534375,0.85520796460177,0.756,0.686,0.814,0.8148148148148148,0.9559412550066756,0.8611111111111112,0.963963963963964,0.9411764705882353,0.7597765363128491,0.848,0.7839506172839507,0.90625,0.666,0.424,0.52,0.297,0.732,0.76,0.7447698744769874,0.7043010752688172,0.935,0.639,0.903,0.871,0.7357357357357357,0.7467467467467468,0.6976976976976977,0.7004008016032064,0.8,0.7930591259640103,0.8032036613272311,0.71280276816609,0.8782894736842105,0.6235446313065977,0.81,0.7229437229437229,0.8450704225352113,0.7522935779816514,0.702,0.858,0.8313253012048193,0.584,0.642,0.754,1.0,0.284,0.198,0.786,0.906,0.872,0.964,0.9826086956521739,0.89,0.746,0.7078651685393258,0.8283261802575107,0.854,0.7947976878612717,0.888,0.856,0.8637413394919169,0.714,0.696,0.73,0.8473684210526315,0.832,0.784,0.822,0.8661202185792349,0.732,0.704,0.808,0.9132947976878613,0.846,0.754,0.828,0.859375,0.788,0.708,0.826,0.8628318584070797,0.856,0.828,0.874
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero,0.801710323110476,0.7876481481481481,0.9605251947541668,0.8251218187461205,0.491,0.7508419489809692,0.8582500000000001,0.7321567559543511,0.7966957291446515,0.8140524072122168,0.8288364129732524,0.738578313253012,0.72,0.9399782608695653,0.7965703814437961,0.8627572254335261,0.7850900692840646,0.8367631578947368,0.793516393442623,0.8463236994219653,0.802578125,0.8686327433628319,0.764,0.722,0.822,0.8425925925925926,0.9546061415220294,0.9325396825396826,0.954954954954955,1.0,0.7877094972067039,0.86,0.7777777777777778,0.875,0.678,0.441,0.524,0.321,0.757,0.771,0.7656903765690377,0.7096774193548387,0.936,0.728,0.901,0.868,0.7877877877877878,0.7427427427427428,0.6996996996996997,0.6983967935871743,0.819,0.8251928020565553,0.7963386727688787,0.7462514417531718,0.8782894736842105,0.8486416558861578,0.8871428571428571,0.6421356421356421,0.8450704225352113,0.8302752293577982,0.766,0.874,0.8283132530120482,0.684,0.66,0.782,1.0,0.792,0.198,0.89,0.912,0.924,0.95,0.9739130434782609,0.89,0.77,0.702247191011236,0.8240343347639485,0.872,0.815028901734104,0.894,0.87,0.8683602771362586,0.756,0.748,0.768,0.8710526315789474,0.85,0.802,0.824,0.8360655737704918,0.784,0.724,0.83,0.9132947976878613,0.878,0.766,0.828,0.8203125,0.824,0.74,0.826,0.8805309734513275,0.86,0.844,0.89
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero,0.8110610341828658,0.801962962962963,0.9395390786608488,0.8206025286226636,0.49524999999999997,0.7517595941872497,0.8800000000000001,0.7379220402767497,0.809077213765251,0.8502253045598138,0.8337029331955033,0.743843373493976,0.7245,0.9478043478260869,0.7970263056372667,0.878650289017341,0.7759711316397229,0.8562368421052631,0.821431693989071,0.8601589595375724,0.8164843749999999,0.8901327433628319,0.768,0.765,0.823,0.8518518518518519,0.9612817089452603,0.9325396825396826,0.9819819819819819,0.8823529411764706,0.7877094972067039,0.867,0.7839506172839507,0.84375,0.677,0.485,0.512,0.307,0.762,0.784,0.7782426778242678,0.6827956989247311,0.948,0.805,0.897,0.87,0.7797797797797797,0.7367367367367368,0.6986986986986987,0.7364729458917836,0.819,0.8483290488431876,0.8135011441647597,0.7554786620530565,0.8700657894736842,0.9003880983182406,0.8714285714285714,0.759018759018759,0.8485915492957746,0.8142201834862385,0.784,0.888,0.8433734939759037,0.688,0.676,0.768,1.0,0.794,0.198,0.906,0.914,0.958,0.954,0.9652173913043478,0.906,0.768,0.7415730337078652,0.7725321888412017,0.862,0.8526011560693642,0.916,0.884,0.8498845265588915,0.766,0.74,0.748,0.8789473684210526,0.892,0.826,0.828,0.8497267759562842,0.82,0.768,0.848,0.930635838150289,0.888,0.78,0.842,0.8359375,0.822,0.768,0.84,0.8805309734513275,0.902,0.872,0.906
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero,0.8173814791403757,0.8032685185185185,0.9657124532055812,0.8270600213807848,0.48100000000000004,0.7111353421514374,0.896,0.7371695342637226,0.7915199890125744,0.8618053804858887,0.8403112159193694,0.7790963855421686,0.7375,0.9584782608695652,0.806447943289772,0.8863728323699421,0.7809353348729793,0.8655526315789474,0.8297978142076502,0.8740462427745664,0.83253125,0.8992699115044248,0.761,0.795,0.833,0.8240740740740741,0.9692923898531375,0.9523809523809523,1.0,0.9411764705882353,0.7787709497206704,0.852,0.8024691358024691,0.875,0.668,0.481,0.519,0.256,0.739,0.734,0.7102510460251046,0.6612903225806451,0.941,0.882,0.885,0.876,0.7817817817817818,0.7307307307307307,0.7067067067067067,0.7294589178356713,0.793,0.8341902313624678,0.8260869565217391,0.71280276816609,0.8782894736842105,0.8926261319534282,0.9028571428571428,0.7734487734487735,0.8626760563380281,0.8325688073394495,0.792,0.874,0.8463855421686747,0.784,0.694,0.792,0.998,0.83,0.204,0.918,0.912,0.96,0.988,0.9739130434782609,0.898,0.814,0.7584269662921348,0.7553648068669528,0.866,0.8554913294797688,0.928,0.896,0.8637413394919169,0.756,0.756,0.748,0.8842105263157894,0.87,0.838,0.87,0.855191256830601,0.822,0.794,0.848,0.9161849710982659,0.898,0.826,0.856,0.828125,0.852,0.796,0.854,0.9070796460176991,0.892,0.884,0.914
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero,0.8277661739431256,0.8155185185185185,0.961058099252162,0.8152881922891234,0.508,0.7602510010347776,0.9077500000000001,0.7461782925209779,0.817956680548845,0.845557347947174,0.8546111900762373,0.7823192771084337,0.7525000000000001,0.966,0.8135497902300235,0.8908179190751445,0.8002448036951502,0.8560526315789474,0.8448469945355191,0.8888815028901734,0.8404375,0.9152699115044248,0.778,0.809,0.851,0.8240740740740741,0.9586114819759679,0.9444444444444444,1.0,0.9411764705882353,0.7497206703910615,0.871,0.7654320987654321,0.875,0.674,0.504,0.536,0.318,0.768,0.78,0.7887029288702929,0.7043010752688172,0.944,0.909,0.905,0.873,0.7927927927927928,0.7327327327327328,0.7307307307307307,0.7284569138276553,0.828,0.8393316195372751,0.8432494279176201,0.7612456747404844,0.8585526315789473,0.908150064683053,0.92,0.6955266955266955,0.8485915492957746,0.8738532110091743,0.812,0.884,0.8192771084337349,0.752,0.742,0.816,0.99,0.884,0.216,0.92,0.912,0.956,0.996,1.0,0.912,0.832,0.797752808988764,0.7124463519313304,0.876,0.861271676300578,0.93,0.896,0.8729792147806005,0.748,0.8,0.78,0.8842105263157894,0.878,0.828,0.834,0.8633879781420765,0.82,0.834,0.862,0.9335260115606936,0.906,0.842,0.874,0.84375,0.816,0.832,0.87,0.9070796460176991,0.904,0.926,0.924
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero,0.8349388509546378,0.8212777777777778,0.9764222667260051,0.8163524424098214,0.51025,0.7594430197507536,0.91125,0.7611985733228218,0.8319024191789266,0.8909522313049667,0.8511363871301202,0.7818132530120483,0.766,0.9644999999999999,0.8567600906592081,0.8842080924855491,0.806161662817552,0.8552631578947368,0.853811475409836,0.8789364161849711,0.8556562499999999,0.9004203539823009,0.765,0.803,0.856,0.8611111111111112,0.9572763684913218,0.9484126984126984,1.0,1.0,0.776536312849162,0.855,0.7901234567901234,0.84375,0.66,0.497,0.564,0.32,0.752,0.778,0.7604602510460251,0.7473118279569892,0.935,0.921,0.906,0.883,0.8178178178178178,0.7517517517517518,0.7257257257257257,0.749498997995992,0.848,0.8521850899742931,0.8604118993135011,0.7670126874279123,0.8914473684210527,0.9197930142302717,0.9242857142857143,0.8282828282828283,0.8309859154929577,0.8715596330275229,0.82,0.882,0.8132530120481928,0.76,0.75,0.804,0.864,0.876,0.398,0.926,0.89,0.97,0.998,1.0,0.896,0.832,0.797752808988764,0.9012875536480687,0.848,0.8728323699421965,0.924,0.892,0.8406466512702079,0.76,0.826,0.798,0.8710526315789474,0.862,0.834,0.854,0.8852459016393442,0.812,0.842,0.876,0.9277456647398844,0.906,0.804,0.878,0.890625,0.824,0.852,0.856,0.8716814159292036,0.902,0.91,0.918
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_iter100_round5_hetero,0.8414857881782242,0.8294722222222222,0.9744659546061415,0.8268994068556452,0.526,0.7425985063211409,0.9225,0.7749640923488619,0.8144420782632674,0.9070991735766067,0.8517423439720895,0.792078313253012,0.7665,0.97,0.8621699136808603,0.9008757225433527,0.8339769053117783,0.8758684210526316,0.8436639344262294,0.8869364161849711,0.853890625,0.9150575221238938,0.773,0.821,0.835,0.8888888888888888,0.9692923898531375,0.9285714285714286,1.0,1.0,0.7631284916201118,0.867,0.8024691358024691,0.875,0.682,0.504,0.583,0.335,0.747,0.777,0.7635983263598326,0.6827956989247311,0.932,0.915,0.915,0.928,0.8218218218218218,0.7637637637637638,0.7577577577577578,0.7565130260521042,0.815,0.8406169665809768,0.8478260869565217,0.754325259515571,0.8930921052631579,0.9236739974126779,0.9342857142857143,0.8773448773448773,0.8274647887323944,0.8555045871559633,0.826,0.898,0.8283132530120482,0.728,0.782,0.83,0.94,0.874,0.292,0.96,0.91,0.972,0.998,1.0,0.884,0.826,0.8202247191011236,0.9184549356223176,0.874,0.8815028901734104,0.93,0.918,0.8799076212471132,0.82,0.824,0.812,0.8894736842105263,0.878,0.87,0.866,0.860655737704918,0.816,0.83,0.868,0.9277456647398844,0.898,0.842,0.88,0.8515625,0.858,0.842,0.864,0.8982300884955752,0.904,0.93,0.928
feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero.csv ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.7519125899568263,0.6891296296296296,0.913861124141498,0.8001554245120354,0.46649999999999997,0.7015414810815674,0.8,0.7106332284187996,0.6991157622536204,0.735580684408304,0.7713835766894948,0.6825301204819278,0.556,0.9278260869565217,0.7810821960746491,0.8363092485549133,0.7396974595842956,0.8051842105263157,0.7509535519125683,0.8188786127167629,0.7666250000000001,0.8371769911504425,0.7,0.514,0.774,0.7685185185185185,0.9385847797062751,0.7619047619047619,0.954954954954955,1.0,0.7430167597765364,0.811,0.7716049382716049,0.875,0.636,0.407,0.506,0.317,0.719,0.731,0.7217573221757322,0.6344086021505376,0.919,0.568,0.886,0.827,0.7507507507507507,0.7207207207207207,0.6806806806806807,0.6903807615230461,0.76,0.7737789203084833,0.6075514874141876,0.6551326412918108,0.875,0.6649417852522639,0.7357142857142858,0.6666666666666666,0.7992957746478874,0.7362385321100917,0.694,0.856,0.7801204819277109,0.562,0.632,0.756,1.0,0.258,0.198,0.768,0.9,0.85,0.97,0.991304347826087,0.898,0.74,0.6966292134831461,0.7896995708154506,0.824,0.7832369942196532,0.892,0.846,0.8267898383371824,0.75,0.666,0.716,0.8447368421052631,0.832,0.75,0.794,0.7978142076502732,0.748,0.672,0.786,0.9075144508670521,0.848,0.704,0.816,0.8125,0.764,0.686,0.804,0.8407079646017699,0.854,0.808,0.846
3
+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.775048542790219,0.7595740740740741,0.930881978538658,0.8219596351472516,0.47425,0.7397266612678275,0.8365,0.7123859831775663,0.7776244609614191,0.7554839105204011,0.7825203514665977,0.7075903614457832,0.5665,0.9311521739130435,0.7947441770747938,0.8479219653179191,0.751012702078522,0.8225,0.7775300546448087,0.8331560693641619,0.794796875,0.85820796460177,0.753,0.678,0.811,0.7962962962962963,0.9572763684913218,0.8611111111111112,0.963963963963964,0.9411764705882353,0.7687150837988826,0.854,0.7901234567901234,0.875,0.667,0.414,0.518,0.298,0.734,0.75,0.7437238493723849,0.7311827956989247,0.934,0.64,0.902,0.87,0.7377377377377378,0.7267267267267268,0.6906906906906907,0.6943887775551102,0.803,0.7892030848329049,0.8054919908466819,0.71280276816609,0.8832236842105263,0.6157826649417852,0.8014285714285714,0.7215007215007215,0.8415492957746479,0.7385321100917431,0.694,0.856,0.8403614457831325,0.59,0.64,0.76,1.0,0.288,0.198,0.78,0.908,0.87,0.964,0.9826086956521739,0.886,0.734,0.7134831460674157,0.8454935622317596,0.856,0.7976878612716763,0.886,0.852,0.8660508083140878,0.712,0.694,0.732,0.85,0.83,0.792,0.818,0.8661202185792349,0.732,0.702,0.81,0.9046242774566474,0.848,0.754,0.826,0.8671875,0.786,0.706,0.82,0.8628318584070797,0.86,0.832,0.878
4
+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.8044107142280948,0.7871481481481482,0.9628523717308763,0.8249891371818746,0.49,0.7491673190264094,0.8619999999999999,0.7521827940164614,0.7989043023319822,0.8140524072122168,0.8300428349916009,0.7410783132530121,0.7264999999999999,0.9399782608695653,0.8092945942035975,0.8667023121387283,0.7855900692840646,0.8327894736842105,0.7946994535519125,0.8488236994219652,0.8069843750000001,0.8688451327433628,0.762,0.722,0.822,0.8425925925925926,0.9599465954606141,0.9365079365079365,0.954954954954955,1.0,0.7921787709497207,0.855,0.7777777777777778,0.875,0.68,0.441,0.524,0.315,0.762,0.772,0.7583682008368201,0.7043010752688172,0.941,0.738,0.9,0.869,0.8078078078078078,0.7627627627627628,0.7157157157157157,0.7224448897795591,0.822,0.8264781491002571,0.8043478260869565,0.7427912341407151,0.8782894736842105,0.8486416558861578,0.8871428571428571,0.6421356421356421,0.8450704225352113,0.8211009174311926,0.77,0.884,0.8283132530120482,0.692,0.668,0.776,1.0,0.82,0.198,0.888,0.906,0.928,0.952,0.9739130434782609,0.9,0.764,0.7191011235955056,0.8540772532188842,0.874,0.8208092485549133,0.896,0.876,0.8683602771362586,0.762,0.75,0.762,0.8631578947368421,0.846,0.798,0.824,0.8387978142076503,0.786,0.722,0.832,0.9132947976878613,0.878,0.776,0.828,0.8359375,0.822,0.74,0.83,0.8893805309734514,0.856,0.838,0.892
5
+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.8113271789666634,0.8027777777777778,0.9412079705166566,0.8175592325332781,0.495,0.7510095941872498,0.8792500000000001,0.7274085207451941,0.8078808417045139,0.8509766102933742,0.8363767928672955,0.7453373493975903,0.7225,0.9498043478260869,0.8068234797704585,0.8784826589595376,0.7770484988452655,0.8562368421052631,0.8242978142076504,0.8603815028901735,0.820984375,0.8865265486725664,0.763,0.765,0.822,0.8611111111111112,0.9679572763684913,0.9325396825396826,0.9819819819819819,0.8823529411764706,0.776536312849162,0.866,0.7839506172839507,0.84375,0.679,0.491,0.51,0.3,0.756,0.787,0.7782426778242678,0.6827956989247311,0.949,0.804,0.898,0.866,0.7797797797797797,0.7167167167167167,0.6886886886886887,0.7244488977955912,0.82,0.8483290488431876,0.8157894736842105,0.7474048442906575,0.8733552631578947,0.9029754204398448,0.87,0.7575757575757576,0.852112676056338,0.823394495412844,0.788,0.882,0.8373493975903614,0.7,0.666,0.778,1.0,0.786,0.198,0.906,0.914,0.958,0.962,0.9652173913043478,0.894,0.768,0.7584269662921348,0.8068669527896996,0.864,0.8439306358381503,0.916,0.89,0.8521939953810623,0.766,0.746,0.744,0.8789473684210526,0.896,0.818,0.832,0.855191256830601,0.828,0.764,0.85,0.9335260115606936,0.888,0.774,0.846,0.8359375,0.824,0.778,0.846,0.8761061946902655,0.898,0.866,0.906
6
+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.8206390105183646,0.8067685185185185,0.9630700411005524,0.8227475213807849,0.48824999999999996,0.7136928735321906,0.89725,0.7489333020395145,0.793605855471449,0.8621360107583043,0.8393846104147823,0.7833493975903615,0.7479999999999999,0.9628260869565217,0.8237225731783768,0.8885953757225433,0.7830127020785219,0.8633947368421053,0.8339808743169399,0.8744913294797688,0.8374375,0.8987699115044248,0.768,0.799,0.836,0.8240740740740741,0.9706275033377837,0.9404761904761905,1.0,0.9411764705882353,0.7787709497206704,0.866,0.8024691358024691,0.84375,0.672,0.486,0.524,0.271,0.741,0.737,0.7154811715481172,0.6612903225806451,0.944,0.875,0.89,0.88,0.7927927927927928,0.7527527527527528,0.7127127127127127,0.7374749498997996,0.796,0.8303341902313625,0.8295194508009154,0.7185697808535179,0.8782894736842105,0.8939197930142303,0.9,0.7763347763347763,0.8626760563380281,0.8348623853211009,0.786,0.874,0.8493975903614458,0.788,0.694,0.802,1.0,0.832,0.236,0.924,0.914,0.958,0.988,0.991304347826087,0.908,0.812,0.7808988764044944,0.7939914163090128,0.872,0.8583815028901735,0.928,0.896,0.8660508083140878,0.756,0.756,0.754,0.881578947368421,0.872,0.834,0.866,0.8579234972677595,0.826,0.796,0.856,0.9219653179190751,0.906,0.812,0.858,0.84375,0.852,0.796,0.858,0.9070796460176991,0.888,0.888,0.912
7
+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.8310892854813628,0.8193333333333334,0.9594170222606178,0.8150019699634458,0.5122500000000001,0.7614276668016378,0.9087500000000001,0.7591965713208199,0.8181951847993524,0.852594856104401,0.8550648662617909,0.7860783132530121,0.7555,0.966,0.8281559531272604,0.8900953757225434,0.8068221709006929,0.8633421052631578,0.8460300546448087,0.8871589595375723,0.8502968750000001,0.9121637168141593,0.778,0.812,0.854,0.8333333333333334,0.9639519359145527,0.9325396825396826,1.0,0.9411764705882353,0.7553072625698324,0.877,0.7839506172839507,0.84375,0.674,0.51,0.542,0.323,0.765,0.778,0.7876569037656904,0.7150537634408602,0.942,0.907,0.912,0.874,0.7937937937937938,0.7417417417417418,0.7517517517517518,0.749498997995992,0.824,0.8431876606683805,0.8501144164759725,0.7554786620530565,0.850328947368421,0.9055627425614489,0.92,0.7344877344877345,0.852112676056338,0.8761467889908257,0.812,0.88,0.8283132530120482,0.746,0.752,0.818,0.996,0.892,0.214,0.92,0.904,0.962,0.998,1.0,0.904,0.836,0.8258426966292135,0.7467811158798283,0.874,0.8583815028901735,0.93,0.898,0.8752886836027713,0.754,0.806,0.792,0.8973684210526316,0.888,0.836,0.832,0.8661202185792349,0.816,0.84,0.862,0.930635838150289,0.906,0.834,0.878,0.8671875,0.83,0.834,0.87,0.9026548672566371,0.906,0.928,0.912
8
+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.837149609800755,0.8240277777777778,0.9774236018394897,0.8191317720187599,0.5135000000000001,0.7638080825122597,0.912,0.7647040828403554,0.8318120044307951,0.8898830789769417,0.8540900633156738,0.7835783132530121,0.76,0.9655,0.8608834691614023,0.8847630057803468,0.8152806004618938,0.8658947368421053,0.8543114754098361,0.88171387283237,0.855203125,0.9026327433628318,0.774,0.806,0.855,0.8611111111111112,0.9612817089452603,0.9484126984126984,1.0,1.0,0.7776536312849162,0.865,0.7901234567901234,0.84375,0.666,0.497,0.57,0.321,0.757,0.78,0.7709205020920502,0.7473118279569892,0.936,0.92,0.908,0.884,0.8168168168168168,0.7567567567567568,0.7277277277277278,0.7575150300601202,0.844,0.8534704370179949,0.8546910755148741,0.7750865051903114,0.8930921052631579,0.9210866752910737,0.9242857142857143,0.8210678210678211,0.8345070422535211,0.8738532110091743,0.824,0.884,0.8283132530120482,0.764,0.744,0.798,0.704,0.88,0.502,0.954,0.894,0.97,0.998,1.0,0.898,0.828,0.8033707865168539,0.9141630901287554,0.85,0.8670520231213873,0.926,0.896,0.859122401847575,0.762,0.84,0.8,0.881578947368421,0.876,0.852,0.854,0.8852459016393442,0.802,0.852,0.878,0.9248554913294798,0.906,0.814,0.882,0.8828125,0.84,0.848,0.85,0.8805309734513275,0.902,0.908,0.92
9
+ feddat_feddualMulti05pqfullfreeze_homoAgg_moe_iter100_round5_hetero,0.843499824432133,0.8336574074074075,0.974790461355882,0.8328239016483896,0.52375,0.7519980879110991,0.9199999999999999,0.772713595358886,0.8156966245645192,0.9074563164337497,0.8584895981392945,0.7968373493975903,0.7645,0.97,0.8656473694362734,0.9008757225433527,0.8347448036951501,0.8828684210526315,0.8436639344262294,0.8893815028901734,0.8554375,0.9181637168141593,0.781,0.826,0.848,0.8796296296296297,0.9666221628838452,0.9325396825396826,1.0,1.0,0.7776536312849162,0.87,0.808641975308642,0.875,0.685,0.503,0.577,0.33,0.759,0.789,0.7771966527196653,0.6827956989247311,0.938,0.903,0.918,0.921,0.8218218218218218,0.7557557557557557,0.7497497497497497,0.7635270541082164,0.817,0.8367609254498715,0.8535469107551488,0.7554786620530565,0.8930921052631579,0.9236739974126779,0.9357142857142857,0.8773448773448773,0.8309859154929577,0.8669724770642202,0.826,0.91,0.8373493975903614,0.734,0.776,0.84,0.802,0.876,0.418,0.962,0.91,0.97,1.0,1.0,0.884,0.83,0.8258426966292135,0.9227467811158798,0.876,0.8815028901734104,0.928,0.918,0.8729792147806005,0.824,0.824,0.818,0.8894736842105263,0.894,0.88,0.868,0.860655737704918,0.82,0.828,0.866,0.9335260115606936,0.906,0.838,0.88,0.84375,0.864,0.846,0.868,0.9026548672566371,0.904,0.93,0.936