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Add Q3 MoFE router visualizations and explanations

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gloamxun
2026-09-25 23:46:20 +08:00
parent adc9c2064b
commit a86560da64
258 changed files with 17686 additions and 585 deletions
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final/output/q3/first_round/faithfulness_by_sample.csv
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observed_cells,ranking_cells,comprehensiveness_delete_0pct,deleted_cells_0pct,comprehensiveness_delete_10pct,deleted_cells_10pct,comprehensiveness_delete_20pct,deleted_cells_20pct,comprehensiveness_delete_30pct,deleted_cells_30pct,comprehensiveness_delete_50pct,deleted_cells_50pct,comprehensiveness_delete_70pct,deleted_cells_70pct,sufficiency_gap_retain_10pct,sufficiency_abs_gap_retain_10pct,retained_cells_10pct,sufficiency_gap_retain_20pct,sufficiency_abs_gap_retain_20pct,retained_cells_20pct,sufficiency_gap_retain_30pct,sufficiency_abs_gap_retain_30pct,retained_cells_30pct,deletion_auc_0_70_mean_logit_drop,variant,case_id,scale_stability_mean_spearman,scale_stability_w1_w3,scale_stability_w1_w5,scale_stability_w3_w5,spearman_w1_w3,spearman_w1_w5,spearman_w3_w5,mean_scale_spearman
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150,150,9.638071060180664e-05,0,0.4211968034505844,15,0.8451054096221924,30,1.1640161871910095,45,1.085330307483673,75,0.9431635737419128,105,0.022571682929992676,0.022571682929992676,15,-0.014074176549911499,0.014074176549911499,30,-0.08179467916488647,0.08179467916488647,45,0.8751712675605501,E2_MoFE_Shapley,01,0.9189451383024432,0.9393999733321481,0.8687763900617806,0.9486590515134006,,,,
150,150,9.638071060180664e-05,0,0.37026094645261765,15,0.7585245072841644,30,1.093913972377777,45,1.0734611749649048,75,0.8995215892791748,105,0.07217270135879517,0.07217270135879517,15,-0.0010961592197418213,0.0010961592197418213,30,-0.11648410558700562,0.11648410558700562,45,0.8308783631239619,E1_MoFE_Router,01,,,,,0.9393999733321481,0.8687763900617806,0.9486590515134006,0.9189451383024432
150,150,6.29425048828125e-05,0,0.4557170271873474,15,0.6498788148164749,30,0.49386394023895264,45,0.43360528349876404,75,0.4492800533771515,105,-1.186801016330719,1.186801016330719,15,-0.8607568144798279,0.8607568144798279,30,-0.5515806078910828,0.5515806078910828,45,0.45184483485562466,E0_EarlyConcat,02,0.948875950042224,0.9600160007111427,0.9147090981821414,0.9719027512333882,,,,
150,150,-8.589029312133789e-05,0,0.3460000604391098,15,0.7261224985122681,30,1.0725876092910767,45,0.9762407541275024,75,0.9002569913864136,105,0.347156822681427,0.347156822681427,15,0.32757896184921265,0.32757896184921265,30,0.2406596839427948,0.2406596839427948,45,0.7905285039118358,E2_MoFE_Shapley,02,0.9334251892676712,0.9514431752522334,0.8916822969909775,0.9571500955598028,,,,
150,150,-8.589029312133789e-05,0,0.21258580684661865,15,0.5560037791728973,30,0.9516188502311707,45,0.8760976195335388,75,0.6876242756843567,105,0.14818128943443298,0.14818128943443298,15,0.21824857592582703,0.21824857592582703,30,0.19699817895889282,0.19699817895889282,45,0.6622563472815922,E1_MoFE_Router,02,,,,,0.9514431752522334,0.8916822969909775,0.9571500955598028,0.9334251892676712
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150,150,1.5616416931152344e-05,0,0.7734843492507935,15,1.4450520873069763,30,1.477453887462616,45,1.3624622225761414,75,1.1028702780604362,105,-0.6596002578735352,0.6596002578735352,15,-0.3951551914215088,0.3951551914215088,30,-0.031283020973205566,0.031283020973205566,45,1.1803599713104111,E2_MoFE_Shapley,03,0.8143407855163934,0.8011111604960222,0.7062411662740566,0.9356700297791014,,,,
150,150,1.5616416931152344e-05,0,0.32338035106658936,15,0.651199460029602,30,1.2304641157388687,45,1.2102992832660675,75,0.8741537779569626,105,0.10267245769500732,0.10267245769500732,15,0.22296690940856934,0.22296690940856934,30,0.11956650018692017,0.11956650018692017,45,0.8735765910574367,E1_MoFE_Router,03,,,,,0.8011111604960222,0.7062411662740566,0.9356700297791014,0.8143407855163934
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150,150,-4.172325134277344e-05,0,0.7235184907913208,15,1.502412885427475,30,2.162756562232971,45,2.126149833202362,75,2.0004488229751587,105,-0.3664212226867676,0.3664212226867676,15,-0.22129333019256592,0.22129333019256592,30,-0.2742382287979126,0.2742382287979126,45,1.6746848353317807,E2_MoFE_Shapley,04,0.8118304517237803,0.8265487354993555,0.6978496822080982,0.9110929374638872,,,,
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150,150,3.5881996154785156e-05,0,0.3077094554901123,15,0.277682900428772,30,0.3106802701950073,45,0.5159862041473389,75,0.887933611869812,105,0.2027033567428589,0.2027033567428589,15,0.36386168003082275,0.36386168003082275,30,0.2257373332977295,0.2257373332977295,45,0.4244766746248518,E2_MoFE_Shapley,05,0.9042375216676297,0.9208071469843104,0.8463967287434997,0.9455086892750789,,,,
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150,150,1.6689300537109375e-05,0,0.5651993751525879,15,1.0648325085639954,30,1.4485450685024261,45,1.4839112758636475,75,1.3977396488189697,105,-0.4569345712661743,0.4569345712661743,15,-0.5679751634597778,0.5679751634597778,30,-0.539751410484314,0.539751410484314,45,1.166917147380965,E0_EarlyConcat,06,0.9116493424983437,0.9198692562955377,0.8636604859423708,0.9514182852571227,,,,
150,150,8.440017700195312e-05,0,0.6819328665733337,15,1.2299553155899048,30,1.6836354956030846,45,1.4862442910671234,75,1.3589344024658203,105,-0.09328889846801758,0.09328889846801758,15,-0.1612091064453125,0.1612091064453125,30,-0.2531883716583252,0.2531883716583252,45,1.252686658608062,E2_MoFE_Shapley,06,0.951635183785946,0.9618614160629362,0.9177883461487178,0.9752557891461844,,,,
150,150,8.440017700195312e-05,0,0.526207685470581,15,1.0352385640144348,30,1.6265984904021025,45,1.7912563532590866,75,1.8116992264986038,105,0.4001508951187134,0.4001508951187134,15,0.24264144897460938,0.24264144897460938,30,-0.10755419731140137,0.10755419731140137,45,1.342228302599064,E1_MoFE_Router,06,,,,,0.9618614160629362,0.9177883461487178,0.9752557891461844,0.951635183785946
150,150,0.00022327899932861328,0,0.5147398710250854,15,0.9616878628730774,30,1.1769703924655914,45,1.3328584134578705,75,1.326576590538025,105,-0.5447003841400146,0.5447003841400146,15,-0.2876940965652466,0.2876940965652466,30,-0.06662213802337646,0.06662213802337646,45,1.03346976850714,E0_EarlyConcat,07,0.8469549757767011,0.8225236677185653,0.7708769278634606,0.9474643317480778,,,,
150,150,5.078315734863281e-05,0,0.43029510974884033,15,0.7380805015563965,30,0.7252197265625,45,0.7247790694236755,75,0.8215055465698242,105,-0.333293080329895,0.333293080329895,15,-0.16961419582366943,0.16961419582366943,30,0.07652783393859863,0.07652783393859863,45,0.6467563254492624,E2_MoFE_Shapley,07,0.7995300531875492,0.7689106182497001,0.755281568069692,0.8743979732432553,,,,
150,150,5.078315734863281e-05,0,0.14488530158996582,15,0.2708475589752197,30,0.7703052759170532,45,0.8702203035354614,75,0.8918541073799133,105,0.44470399618148804,0.44470399618148804,15,0.36367321014404297,0.36367321014404297,30,0.07323992252349854,0.07323992252349854,45,0.6005015543528965,E1_MoFE_Router,07,,,,,0.7689106182497001,0.755281568069692,0.8743979732432553,0.7995300531875492
150,150,-0.00016820430755615234,0,0.6035653948783875,15,1.1953454911708832,30,1.7623644024133682,45,1.6643055900931358,75,1.5369599014520645,105,-0.4004591703414917,0.4004591703414917,15,-0.49740171432495117,0.49740171432495117,30,-0.3418968915939331,0.3418968915939331,45,1.3297063527362687,E0_EarlyConcat,08,0.949614353230514,0.9688270589803991,0.9149722209875996,0.9650437797235433,,,,
150,150,4.1484832763671875e-05,0,0.4306020736694336,15,0.8055664300918579,30,0.8106781244277954,45,1.1234590411186218,75,1.3169155716896057,105,-0.36010849475860596,0.36010849475860596,15,-0.18530619144439697,0.18530619144439697,30,0.032335638999938965,0.032335638999938965,45,0.8594342981066022,E2_MoFE_Shapley,08,0.933715572543965,0.9421236499399974,0.8921303169029735,0.9668927507889241,,,,
150,150,4.1484832763671875e-05,0,0.07625162601470947,15,0.42952752113342285,30,1.0179896354675293,45,1.2180428504943848,75,1.1355873346328735,105,0.8223315477371216,0.8223315477371216,15,0.3502063751220703,0.3502063751220703,30,0.03513133525848389,0.03513133525848389,45,0.8006367683410645,E1_MoFE_Router,08,,,,,0.9421236499399974,0.8921303169029735,0.9668927507889241,0.933715572543965
150,150,-3.6716461181640625e-05,0,0.7794312238693237,15,1.5365691781044006,30,2.2603418976068497,45,2.1981180906295776,75,1.9789784997701645,105,-0.22208428382873535,0.22208428382873535,15,-0.35772132873535156,0.35772132873535156,30,-0.33548855781555176,0.33548855781555176,45,1.725958510168961,E0_EarlyConcat,09,0.9655320977228619,0.9715471798746611,0.9433468154140184,0.9817022978799058,,,,
150,150,4.863739013671875e-05,0,0.4802274703979492,15,1.0112316608428955,30,1.697495937347412,45,2.0229427218437195,75,2.0447165966033936,105,0.3075253963470459,0.3075253963470459,15,0.24367880821228027,0.24367880821228027,30,0.19678187370300293,0.19678187370300293,45,1.4469041994639806,E2_MoFE_Shapley,09,0.9451353393484155,0.9561580514689542,0.9064349526645629,0.9728130139117294,,,,
150,150,4.863739013671875e-05,0,0.3663311004638672,15,0.8006191253662109,30,1.5409335494041443,45,2.0259957909584045,75,2.0447924435138702,105,0.441686749458313,0.441686749458313,15,0.39671778678894043,0.39671778678894043,30,0.25606369972229004,0.25606369972229004,45,1.3678798420088631,E1_MoFE_Router,09,,,,,0.9561580514689542,0.9064349526645629,0.9728130139117294,0.9451353393484155
150,150,-1.9311904907226562e-05,0,0.8593217134475708,15,1.4019900299608707,30,1.6508975476026535,45,1.611084595322609,75,1.5193636901676655,105,-0.8881245851516724,0.8881245851516724,15,-0.5968798398971558,0.5968798398971558,30,-0.36591362953186035,0.36591362953186035,45,1.3541687556675504,E0_EarlyConcat,10,0.818257996651703,0.7996853193475265,0.7115214009511535,0.9435672696564291,,,,
150,150,8.106231689453125e-06,0,0.5883727073669434,15,1.3717339634895325,30,2.031698688864708,45,2.821435570716858,75,2.9058433771133423,105,0.14535188674926758,0.14535188674926758,15,0.044374942779541016,0.044374942779541016,30,0.06042766571044922,0.06042766571044922,45,1.9366247536880628,E2_MoFE_Shapley,10,0.8296256129902071,0.8272278767945243,0.7214951775634473,0.9401537846126495,,,,
150,150,8.106231689453125e-06,0,0.31877827644348145,15,0.8762896656990051,30,1.7735327929258347,45,2.741163671016693,75,2.9376444816589355,105,0.7995783090591431,0.7995783090591431,15,0.4643673896789551,0.4643673896789551,30,0.2698831558227539,0.2698831558227539,45,1.753620429762772,E1_MoFE_Router,10,,,,,0.8272278767945243,0.7214951775634473,0.9401537846126495,0.8296256129902071
150,150,-0.00010538101196289062,0,0.7059974819421768,15,0.6950513571500778,30,0.7599641233682632,45,0.9292709529399872,75,0.8567583821713924,105,-1.4195497035980225,1.4195497035980225,15,-0.45777130126953125,0.45777130126953125,30,-0.12190830707550049,0.12190830707550049,45,0.7508918030985765,E0_EarlyConcat,11,0.9082080685067485,0.9300804480199121,0.8485870483132585,0.945956709187075,,,,
150,150,3.826618194580078e-05,0,0.60281603038311,15,0.6037817299365997,30,0.5872371196746826,45,0.5671197175979614,75,0.7079280465841293,105,-1.1319427490234375,1.1319427490234375,15,-0.44566166400909424,0.44566166400909424,30,-0.29420995712280273,0.29420995712280273,45,0.5613771506718227,E2_MoFE_Shapley,11,0.9416685186008267,0.9511373838837283,0.902797457664785,0.9710707142539668,,,,
150,150,3.826618194580078e-05,0,-0.1743963360786438,15,-0.04532283544540405,30,0.4081042408943176,45,0.7658831924200058,75,0.7520552575588226,105,0.8332170695066452,0.8332170695066452,15,0.2654663324356079,0.2654663324356079,30,-0.17004776000976562,0.17004776000976562,45,0.3823254236153194,E1_MoFE_Router,11,,,,,0.9511373838837283,0.902797457664785,0.9710707142539668,0.9416685186008267
150,150,-0.00018930435180664062,0,0.511152982711792,15,1.018292784690857,30,1.1841361820697784,45,1.1592301428318024,75,1.0469937920570374,105,-0.186370849609375,0.186370849609375,15,-0.3039991855621338,0.3039991855621338,30,-0.06231892108917236,0.06231892108917236,45,0.9530013522931507,E0_EarlyConcat,12,0.9076568619425501,0.9057779508230174,0.8547480819133845,0.9624445530912485,,,,
150,150,5.602836608886719e-05,0,0.393546462059021,15,0.8057880997657776,30,1.1090838313102722,45,1.6342430263757706,75,1.800450637936592,105,-0.008705854415893555,0.008705854415893555,15,-0.11391091346740723,0.11391091346740723,30,-0.1549060344696045,0.1549060344696045,45,1.1331321448087692,E2_MoFE_Shapley,12,0.8394156777338253,0.8794186408284813,0.7344095293124139,0.9044188630605805,,,,
150,150,5.602836608886719e-05,0,0.13595592975616455,15,0.43681013584136963,30,0.8681322336196899,45,1.7825934886932373,75,2.0031009316444397,105,0.3463946580886841,0.3463946580886841,15,0.2853071689605713,0.2853071689605713,30,0.3088414669036865,0.3088414669036865,45,1.0633257627487183,E1_MoFE_Router,12,,,,,0.8794186408284813,0.7344095293124139,0.9044188630605805,0.8394156777338253
148,148,1.3649463653564453e-05,0,0.4948078691959381,15,0.9053366854786873,30,1.2804741263389587,45,1.1726440787315369,74,0.9891664385795593,104,-0.14180028438568115,0.14180028438568115,15,-0.13720345497131348,0.13720345497131348,30,-0.2321101427078247,0.2321101427078247,45,0.9507595949939319,E0_EarlyConcat,13,0.9483211454398447,0.957169880468059,0.9187631415350067,0.9690304143164687,,,,
148,148,0.00013554096221923828,0,-0.15829098224639893,15,-0.37373781204223633,30,-0.5077440738677979,45,-0.42444276809692383,74,-0.2147899866104126,104,0.4472479224205017,0.4472479224205017,15,0.46977370977401733,0.46977370977401733,30,0.390436053276062,0.390436053276062,45,-0.3367503796304975,E2_MoFE_Shapley,13,0.8105079931235594,0.8383116714852094,0.7008395771067063,0.8923727307787623,,,,
148,148,0.00013554096221923828,0,0.09391522407531738,15,0.052898526191711426,30,0.2418513298034668,45,0.31834518909454346,74,0.3775618076324463,104,-0.0027663111686706543,0.0027663111686706543,15,0.05812114477157593,0.05812114477157593,30,-0.12474501132965088,0.12474501132965088,45,0.2177015287535531,E1_MoFE_Router,13,,,,,0.8383116714852094,0.7008395771067063,0.8923727307787623,0.8105079931235594
150,150,3.552436828613281e-05,0,-0.5230443477630615,15,-0.42905962467193604,30,-0.23943829536437988,45,0.12548494338989258,75,0.3509288430213928,105,1.9184768795967102,1.9184768795967102,15,1.2013048138469458,1.2013048138469458,30,0.7809059619903564,0.7809059619903564,45,-0.10133498907089236,E0_EarlyConcat,14,0.9385264530275421,0.9383794835326016,0.8988221698742167,0.9783777056758078,,,,
150,150,0.00010669231414794922,0,-0.38059860467910767,15,-0.39278560876846313,30,-0.434792697429657,45,-0.3228761553764343,75,-0.14188790321350098,105,0.8104809504002333,0.8104809504002333,15,0.44442111253738403,0.44442111253738403,30,0.3206022381782532,0.3206022381782532,45,-0.3161657324859074,E2_MoFE_Shapley,14,0.8505948412522039,0.8577287879461309,0.7525472243210809,0.9415085114893995,,,,
150,150,0.00010669231414794922,0,0.026353895664215088,15,-0.15878838300704956,30,-0.3808665871620178,45,-0.3281911015510559,75,-0.12497574090957642,105,0.45725536346435547,0.45725536346435547,15,0.3613148033618927,0.3613148033618927,30,0.3264308571815491,0.3264308571815491,45,-0.21214842370578219,E1_MoFE_Router,14,,,,,0.8577287879461309,0.7525472243210809,0.9415085114893995,0.8505948412522039
150,150,-0.00019097328186035156,0,0.23171734809875488,15,0.4342372417449951,30,0.6047306060791016,45,0.813480019569397,75,1.0421456098556519,105,0.06410479545593262,0.06410479545593262,15,0.06955742835998535,0.06955742835998535,30,0.04587578773498535,0.04587578773498535,45,0.606008665902274,E0_EarlyConcat,15,0.8890859887154093,0.9120306787244624,0.8182425885594916,0.9369846988622743,,,,
150,150,0.0001304149627685547,0,0.17737209796905518,15,0.4048668146133423,30,0.6323286294937134,45,0.8632513284683228,75,1.002562403678894,105,0.7455987930297852,0.7455987930297852,15,0.36517953872680664,0.36517953872680664,30,0.24842536449432373,0.24842536449432373,45,0.608551732131413,E2_MoFE_Shapley,15,0.8556996607256618,0.8700706698075471,0.7640641806302502,0.9329641317391884,,,,
150,150,0.0001304149627685547,0,0.17672944068908691,15,0.24516499042510986,30,0.5628634691238403,45,0.6440120935440063,75,0.8390775918960571,105,0.9233461618423462,0.9233461618423462,15,0.8419531583786011,0.8419531583786011,30,0.5011669397354126,0.5011669397354126,45,0.4847652316093444,E1_MoFE_Router,15,,,,,0.8700706698075471,0.7640641806302502,0.9329641317391884,0.8556996607256618
147,147,-0.0002732276916503906,0,0.7583918571472168,15,1.3662068843841553,30,1.7978522181510925,45,1.59359472990036,74,1.675729215145111,103,0.08460164070129395,0.08460164070129395,15,-0.22530651092529297,0.22530651092529297,30,-0.20862555503845215,0.20862555503845215,45,1.383451304265431,E0_EarlyConcat,16,0.9719812460539933,0.9758602028166662,0.9536121859748056,0.986471349370508,,,,
147,147,-0.0001380443572998047,0,0.42282724380493164,15,0.9519252777099609,30,1.546298325061798,45,1.6358433961868286,74,1.5972528457641602,103,0.39095067977905273,0.39095067977905273,15,0.15203046798706055,0.15203046798706055,30,0.08610224723815918,0.08610224723815918,45,1.2232958035809653,E2_MoFE_Shapley,16,0.9610498466528754,0.967564831142425,0.9338470649019219,0.9817376439142794,,,,
147,147,-0.0001380443572998047,0,0.20706987380981445,15,0.5729601383209229,30,1.2710548639297485,45,1.8060972690582275,74,1.7468581199645996,103,0.5664453506469727,0.5664453506469727,15,0.383622407913208,0.383622407913208,30,0.19068002700805664,0.19068002700805664,45,1.1493708491325378,E1_MoFE_Router,16,,,,,0.967564831142425,0.9338470649019219,0.9817376439142794,0.9610498466528754
150,150,0.0001468658447265625,0,0.34030771255493164,15,0.7518832683563232,30,1.1631700992584229,45,1.086920142173767,75,0.9851762056350708,105,0.2586803436279297,0.2586803436279297,15,0.05995893478393555,0.05995893478393555,30,-0.06167864799499512,0.06167864799499512,45,0.8565765789576939,E0_EarlyConcat,17,0.9135511207905537,0.9255931374727766,0.8692919685319349,0.9457682563669496,,,,
150,150,0.00020599365234375,0,0.5239259004592896,15,1.0071382522583008,30,1.5241012573242188,45,1.3490145206451416,75,1.5038843154907227,105,-0.0036101341247558594,0.0036101341247558594,15,0.01719951629638672,0.01719951629638672,30,-0.12950658798217773,0.12950658798217773,45,1.1456046274730136,E2_MoFE_Shapley,17,0.9699933330370238,0.9715862927241211,0.9509560424907774,0.9874376638961732,,,,
150,150,0.00020599365234375,0,0.3063880205154419,15,0.7531841993331909,30,1.3989560008049011,45,1.7032998502254486,75,2.047524182125926,105,0.5634595155715942,0.5634595155715942,15,0.2603261470794678,0.2603261470794678,30,-0.02401447296142578,0.02401447296142578,45,1.2303190143512828,E1_MoFE_Router,17,,,,,0.9715862927241211,0.9509560424907774,0.9874376638961732,0.9699933330370238
150,150,1.817941665649414e-05,0,0.2234351933002472,15,0.38486479222774506,30,0.4209885001182556,45,0.34687551856040955,75,0.3714265525341034,105,-0.25832119584083557,0.25832119584083557,15,-0.22820022702217102,0.22820022702217102,30,-0.1543814241886139,0.1543814241886139,45,0.32928134500980377,E0_EarlyConcat,18,0.8689411381246575,0.8932254766878528,0.7830268011911641,0.9305711364949554,,,,
150,150,0.00012743473052978516,0,-0.40809500217437744,15,-0.1627214550971985,30,0.07101881504058838,45,0.24030011892318726,75,0.08629405498504639,105,1.4229764342308044,1.4229764342308044,15,0.9834849238395691,0.9834849238395691,30,0.5936973243951797,0.5936973243951797,45,0.01466711078371319,E2_MoFE_Shapley,18,0.796526660444168,0.7625956709187076,0.7283932619227522,0.8985910484910441,,,,
150,150,0.00012743473052978516,0,-0.1406162977218628,15,-0.2515835165977478,30,-0.3073785901069641,45,0.0078032612800598145,75,0.16257977485656738,105,1.0792280435562134,1.0792280435562134,15,0.8245077133178711,0.8245077133178711,30,0.855797529220581,0.855797529220581,45,-0.09643109781401499,E1_MoFE_Router,18,,,,,0.7625956709187076,0.7283932619227522,0.8985910484910441,0.796526660444168
150,150,-3.0517578125e-05,0,-0.11791390180587769,15,-0.15233498811721802,30,0.0718986988067627,45,0.25638169050216675,75,0.235147625207901,105,0.4098636507987976,0.4098636507987976,15,0.23634150624275208,0.23634150624275208,30,0.05602717399597168,0.05602717399597168,45,0.08364212938717433,E0_EarlyConcat,19,0.8801404506866972,0.9072812124983334,0.7907640339570647,0.9423761056046936,,,,
150,150,0.0001169741153717041,0,0.04665637016296387,15,0.07652521133422852,30,0.18153339624404907,45,0.294008806347847,75,0.3716359809041023,105,0.26936817169189453,0.26936817169189453,15,0.3300636559724808,0.3300636559724808,30,0.1342846155166626,0.1342846155166626,45,0.19359910807439257,E2_MoFE_Shapley,19,0.834755322458776,0.8713365038446154,0.7258509267078537,0.907078536823859,,,,
150,150,0.0001169741153717041,0,0.24851052463054657,15,0.06037670373916626,30,-0.056931912899017334,45,0.151100754737854,75,0.4292882103472948,105,0.06211507320404053,0.06211507320404053,15,0.4791897740215063,0.4791897740215063,30,0.5541970208287239,0.5541970208287239,45,0.1364339379859822,E1_MoFE_Router,19,,,,,0.8713365038446154,0.7258509267078537,0.907078536823859,0.834755322458776
150,150,0.00011563301086425781,0,0.5845876932144165,15,1.1854255199432373,30,1.852372944355011,45,2.0745863169431686,75,1.9082763697952032,105,-0.01696324348449707,0.01696324348449707,15,-0.09125590324401855,0.09125590324401855,30,-0.13144385814666748,0.13144385814666748,45,1.5151542071253061,E0_EarlyConcat,20,0.9261501992681157,0.9245086448286592,0.8884999333303703,0.9654420196453176,,,,
150,150,0.00015747547149658203,0,0.6270503997802734,15,1.228735089302063,30,1.7906582932919264,45,1.8324708342552185,75,1.7891404461115599,105,0.16212236881256104,0.16212236881256104,15,0.018865227699279785,0.018865227699279785,30,-0.07442164421081543,0.07442164421081543,45,1.4279905401968531,E2_MoFE_Shapley,20,0.9423808465561433,0.9367225210009335,0.9124832214765102,0.9779367971909864,,,,
150,150,0.00015747547149658203,0,0.5185912847518921,15,1.0959563255310059,30,1.6798647418618202,45,1.8519408702850342,75,1.7791931387037039,105,0.5129009485244751,0.5129009485244751,15,0.22020959854125977,0.22020959854125977,30,0.06388592720031738,0.06388592720031738,45,1.373928334297878,E1_MoFE_Router,20,,,,,0.9367225210009335,0.9124832214765102,0.9779367971909864,0.9423808465561433
1 observed_cells ranking_cells comprehensiveness_delete_0pct deleted_cells_0pct comprehensiveness_delete_10pct deleted_cells_10pct comprehensiveness_delete_20pct deleted_cells_20pct comprehensiveness_delete_30pct deleted_cells_30pct comprehensiveness_delete_50pct deleted_cells_50pct comprehensiveness_delete_70pct deleted_cells_70pct sufficiency_gap_retain_10pct sufficiency_abs_gap_retain_10pct retained_cells_10pct sufficiency_gap_retain_20pct sufficiency_abs_gap_retain_20pct retained_cells_20pct sufficiency_gap_retain_30pct sufficiency_abs_gap_retain_30pct retained_cells_30pct deletion_auc_0_70_mean_logit_drop variant case_id scale_stability_mean_spearman scale_stability_w1_w3 scale_stability_w1_w5 scale_stability_w3_w5 spearman_w1_w3 spearman_w1_w5 spearman_w3_w5 mean_scale_spearman
2 150 150 6.574392318725586e-05 0 0.3528418093919754 15 0.656341228634119 30 0.9214366972446442 45 0.856571227312088 75 0.8089453428983688 105 -0.13637715578079224 0.13637715578079224 15 -0.24227207899093628 0.24227207899093628 30 -0.301626980304718 0.301626980304718 45 0.7019226790538856 E0_EarlyConcat 01 0.920808332222173 0.9198862171652075 0.8752655673585493 0.9672732121427621
3 150 150 9.638071060180664e-05 0 0.4211968034505844 15 0.8451054096221924 30 1.1640161871910095 45 1.085330307483673 75 0.9431635737419128 105 0.022571682929992676 0.022571682929992676 15 -0.014074176549911499 0.014074176549911499 30 -0.08179467916488647 0.08179467916488647 45 0.8751712675605501 E2_MoFE_Shapley 01 0.9189451383024432 0.9393999733321481 0.8687763900617806 0.9486590515134006
4 150 150 9.638071060180664e-05 0 0.37026094645261765 15 0.7585245072841644 30 1.093913972377777 45 1.0734611749649048 75 0.8995215892791748 105 0.07217270135879517 0.07217270135879517 15 -0.0010961592197418213 0.0010961592197418213 30 -0.11648410558700562 0.11648410558700562 45 0.8308783631239619 E1_MoFE_Router 01 0.9393999733321481 0.8687763900617806 0.9486590515134006 0.9189451383024432
5 150 150 6.29425048828125e-05 0 0.4557170271873474 15 0.6498788148164749 30 0.49386394023895264 45 0.43360528349876404 75 0.4492800533771515 105 -1.186801016330719 1.186801016330719 15 -0.8607568144798279 0.8607568144798279 30 -0.5515806078910828 0.5515806078910828 45 0.45184483485562466 E0_EarlyConcat 02 0.948875950042224 0.9600160007111427 0.9147090981821414 0.9719027512333882
6 150 150 -8.589029312133789e-05 0 0.3460000604391098 15 0.7261224985122681 30 1.0725876092910767 45 0.9762407541275024 75 0.9002569913864136 105 0.347156822681427 0.347156822681427 15 0.32757896184921265 0.32757896184921265 30 0.2406596839427948 0.2406596839427948 45 0.7905285039118358 E2_MoFE_Shapley 02 0.9334251892676712 0.9514431752522334 0.8916822969909775 0.9571500955598028
7 150 150 -8.589029312133789e-05 0 0.21258580684661865 15 0.5560037791728973 30 0.9516188502311707 45 0.8760976195335388 75 0.6876242756843567 105 0.14818128943443298 0.14818128943443298 15 0.21824857592582703 0.21824857592582703 30 0.19699817895889282 0.19699817895889282 45 0.6622563472815922 E1_MoFE_Router 02 0.9514431752522334 0.8916822969909775 0.9571500955598028 0.9334251892676712
8 150 150 -4.982948303222656e-05 0 0.6246231161057949 15 1.1499897241592407 30 1.3267889618873596 45 1.2701305150985718 75 1.0392764806747437 105 -1.1954491138458252 1.1954491138458252 15 -0.7020494937896729 0.7020494937896729 30 -0.36489951610565186 0.36489951610565186 45 1.0491869827466354 E0_EarlyConcat 03 0.8497711009378195 0.8787857238099471 0.7552673452153429 0.9152602337881685
9 150 150 1.5616416931152344e-05 0 0.7734843492507935 15 1.4450520873069763 30 1.477453887462616 45 1.3624622225761414 75 1.1028702780604362 105 -0.6596002578735352 0.6596002578735352 15 -0.3951551914215088 0.3951551914215088 30 -0.031283020973205566 0.031283020973205566 45 1.1803599713104111 E2_MoFE_Shapley 03 0.8143407855163934 0.8011111604960222 0.7062411662740566 0.9356700297791014
10 150 150 1.5616416931152344e-05 0 0.32338035106658936 15 0.651199460029602 30 1.2304641157388687 45 1.2102992832660675 75 0.8741537779569626 105 0.10267245769500732 0.10267245769500732 15 0.22296690940856934 0.22296690940856934 30 0.11956650018692017 0.11956650018692017 45 0.8735765910574367 E1_MoFE_Router 03 0.8011111604960222 0.7062411662740566 0.9356700297791014 0.8143407855163934
11 150 150 -0.00010824203491210938 0 0.9336704015731812 15 1.7169462144374847 30 1.7441941797733307 45 1.5472518056631088 75 1.5857298970222473 105 -0.6584182977676392 0.6584182977676392 15 -0.6265488862991333 0.6265488862991333 30 -0.3516901731491089 0.3516901731491089 45 1.4210124675716673 E0_EarlyConcat 04 0.845668880591833 0.8836667262252713 0.7379979003495519 0.9153420152006756
12 150 150 -4.172325134277344e-05 0 0.7235184907913208 15 1.502412885427475 30 2.162756562232971 45 2.126149833202362 75 2.0004488229751587 105 -0.3664212226867676 0.3664212226867676 15 -0.22129333019256592 0.22129333019256592 30 -0.2742382287979126 0.2742382287979126 45 1.6746848353317807 E2_MoFE_Shapley 04 0.8118304517237803 0.8265487354993555 0.6978496822080982 0.9110929374638872
13 150 150 -4.172325134277344e-05 0 0.3889814615249634 15 0.8188292384147644 30 1.5730090290307999 45 2.3261321783065796 75 2.100801646709442 105 0.4015463590621948 0.4015463590621948 15 0.3545154333114624 0.3545154333114624 30 0.15691232681274414 0.15691232681274414 45 1.4743384835975508 E1_MoFE_Router 04 0.8265487354993555 0.6978496822080982 0.9110929374638872 0.8118304517237803
14 150 150 -0.00012671947479248047 0 0.29972875118255615 15 0.5334439277648926 30 0.7537679672241211 45 0.9941524863243103 75 1.3082942366600037 105 0.044237732887268066 0.044237732887268066 15 0.006507515907287598 0.006507515907287598 30 0.009838461875915527 0.009838461875915527 45 0.7514800684792655 E0_EarlyConcat 05 0.8852310473058062 0.90086314947331 0.8190817369660873 0.9357482554780212
15 150 150 3.5881996154785156e-05 0 0.3077094554901123 15 0.277682900428772 30 0.3106802701950073 45 0.5159862041473389 75 0.887933611869812 105 0.2027033567428589 0.2027033567428589 15 0.36386168003082275 0.36386168003082275 30 0.2257373332977295 0.2257373332977295 45 0.4244766746248518 E2_MoFE_Shapley 05 0.9042375216676297 0.9208071469843104 0.8463967287434997 0.9455086892750789
16 150 150 3.5881996154785156e-05 0 0.0746150016784668 15 0.025472521781921387 30 0.1399623155593872 45 0.662787675857544 75 1.2710210084915161 105 0.9287614822387695 0.9287614822387695 15 0.8317705988883972 0.8317705988883972 30 0.5480754375457764 0.5480754375457764 45 0.4152350425720215 E1_MoFE_Router 05 0.9208071469843104 0.8463967287434997 0.9455086892750789 0.9042375216676297
17 150 150 1.6689300537109375e-05 0 0.5651993751525879 15 1.0648325085639954 30 1.4485450685024261 45 1.4839112758636475 75 1.3977396488189697 105 -0.4569345712661743 0.4569345712661743 15 -0.5679751634597778 0.5679751634597778 30 -0.539751410484314 0.539751410484314 45 1.166917147380965 E0_EarlyConcat 06 0.9116493424983437 0.9198692562955377 0.8636604859423708 0.9514182852571227
18 150 150 8.440017700195312e-05 0 0.6819328665733337 15 1.2299553155899048 30 1.6836354956030846 45 1.4862442910671234 75 1.3589344024658203 105 -0.09328889846801758 0.09328889846801758 15 -0.1612091064453125 0.1612091064453125 30 -0.2531883716583252 0.2531883716583252 45 1.252686658608062 E2_MoFE_Shapley 06 0.951635183785946 0.9618614160629362 0.9177883461487178 0.9752557891461844
19 150 150 8.440017700195312e-05 0 0.526207685470581 15 1.0352385640144348 30 1.6265984904021025 45 1.7912563532590866 75 1.8116992264986038 105 0.4001508951187134 0.4001508951187134 15 0.24264144897460938 0.24264144897460938 30 -0.10755419731140137 0.10755419731140137 45 1.342228302599064 E1_MoFE_Router 06 0.9618614160629362 0.9177883461487178 0.9752557891461844 0.951635183785946
20 150 150 0.00022327899932861328 0 0.5147398710250854 15 0.9616878628730774 30 1.1769703924655914 45 1.3328584134578705 75 1.326576590538025 105 -0.5447003841400146 0.5447003841400146 15 -0.2876940965652466 0.2876940965652466 30 -0.06662213802337646 0.06662213802337646 45 1.03346976850714 E0_EarlyConcat 07 0.8469549757767011 0.8225236677185653 0.7708769278634606 0.9474643317480778
21 150 150 5.078315734863281e-05 0 0.43029510974884033 15 0.7380805015563965 30 0.7252197265625 45 0.7247790694236755 75 0.8215055465698242 105 -0.333293080329895 0.333293080329895 15 -0.16961419582366943 0.16961419582366943 30 0.07652783393859863 0.07652783393859863 45 0.6467563254492624 E2_MoFE_Shapley 07 0.7995300531875492 0.7689106182497001 0.755281568069692 0.8743979732432553
22 150 150 5.078315734863281e-05 0 0.14488530158996582 15 0.2708475589752197 30 0.7703052759170532 45 0.8702203035354614 75 0.8918541073799133 105 0.44470399618148804 0.44470399618148804 15 0.36367321014404297 0.36367321014404297 30 0.07323992252349854 0.07323992252349854 45 0.6005015543528965 E1_MoFE_Router 07 0.7689106182497001 0.755281568069692 0.8743979732432553 0.7995300531875492
23 150 150 -0.00016820430755615234 0 0.6035653948783875 15 1.1953454911708832 30 1.7623644024133682 45 1.6643055900931358 75 1.5369599014520645 105 -0.4004591703414917 0.4004591703414917 15 -0.49740171432495117 0.49740171432495117 30 -0.3418968915939331 0.3418968915939331 45 1.3297063527362687 E0_EarlyConcat 08 0.949614353230514 0.9688270589803991 0.9149722209875996 0.9650437797235433
24 150 150 4.1484832763671875e-05 0 0.4306020736694336 15 0.8055664300918579 30 0.8106781244277954 45 1.1234590411186218 75 1.3169155716896057 105 -0.36010849475860596 0.36010849475860596 15 -0.18530619144439697 0.18530619144439697 30 0.032335638999938965 0.032335638999938965 45 0.8594342981066022 E2_MoFE_Shapley 08 0.933715572543965 0.9421236499399974 0.8921303169029735 0.9668927507889241
25 150 150 4.1484832763671875e-05 0 0.07625162601470947 15 0.42952752113342285 30 1.0179896354675293 45 1.2180428504943848 75 1.1355873346328735 105 0.8223315477371216 0.8223315477371216 15 0.3502063751220703 0.3502063751220703 30 0.03513133525848389 0.03513133525848389 45 0.8006367683410645 E1_MoFE_Router 08 0.9421236499399974 0.8921303169029735 0.9668927507889241 0.933715572543965
26 150 150 -3.6716461181640625e-05 0 0.7794312238693237 15 1.5365691781044006 30 2.2603418976068497 45 2.1981180906295776 75 1.9789784997701645 105 -0.22208428382873535 0.22208428382873535 15 -0.35772132873535156 0.35772132873535156 30 -0.33548855781555176 0.33548855781555176 45 1.725958510168961 E0_EarlyConcat 09 0.9655320977228619 0.9715471798746611 0.9433468154140184 0.9817022978799058
27 150 150 4.863739013671875e-05 0 0.4802274703979492 15 1.0112316608428955 30 1.697495937347412 45 2.0229427218437195 75 2.0447165966033936 105 0.3075253963470459 0.3075253963470459 15 0.24367880821228027 0.24367880821228027 30 0.19678187370300293 0.19678187370300293 45 1.4469041994639806 E2_MoFE_Shapley 09 0.9451353393484155 0.9561580514689542 0.9064349526645629 0.9728130139117294
28 150 150 4.863739013671875e-05 0 0.3663311004638672 15 0.8006191253662109 30 1.5409335494041443 45 2.0259957909584045 75 2.0447924435138702 105 0.441686749458313 0.441686749458313 15 0.39671778678894043 0.39671778678894043 30 0.25606369972229004 0.25606369972229004 45 1.3678798420088631 E1_MoFE_Router 09 0.9561580514689542 0.9064349526645629 0.9728130139117294 0.9451353393484155
29 150 150 -1.9311904907226562e-05 0 0.8593217134475708 15 1.4019900299608707 30 1.6508975476026535 45 1.611084595322609 75 1.5193636901676655 105 -0.8881245851516724 0.8881245851516724 15 -0.5968798398971558 0.5968798398971558 30 -0.36591362953186035 0.36591362953186035 45 1.3541687556675504 E0_EarlyConcat 10 0.818257996651703 0.7996853193475265 0.7115214009511535 0.9435672696564291
30 150 150 8.106231689453125e-06 0 0.5883727073669434 15 1.3717339634895325 30 2.031698688864708 45 2.821435570716858 75 2.9058433771133423 105 0.14535188674926758 0.14535188674926758 15 0.044374942779541016 0.044374942779541016 30 0.06042766571044922 0.06042766571044922 45 1.9366247536880628 E2_MoFE_Shapley 10 0.8296256129902071 0.8272278767945243 0.7214951775634473 0.9401537846126495
31 150 150 8.106231689453125e-06 0 0.31877827644348145 15 0.8762896656990051 30 1.7735327929258347 45 2.741163671016693 75 2.9376444816589355 105 0.7995783090591431 0.7995783090591431 15 0.4643673896789551 0.4643673896789551 30 0.2698831558227539 0.2698831558227539 45 1.753620429762772 E1_MoFE_Router 10 0.8272278767945243 0.7214951775634473 0.9401537846126495 0.8296256129902071
32 150 150 -0.00010538101196289062 0 0.7059974819421768 15 0.6950513571500778 30 0.7599641233682632 45 0.9292709529399872 75 0.8567583821713924 105 -1.4195497035980225 1.4195497035980225 15 -0.45777130126953125 0.45777130126953125 30 -0.12190830707550049 0.12190830707550049 45 0.7508918030985765 E0_EarlyConcat 11 0.9082080685067485 0.9300804480199121 0.8485870483132585 0.945956709187075
33 150 150 3.826618194580078e-05 0 0.60281603038311 15 0.6037817299365997 30 0.5872371196746826 45 0.5671197175979614 75 0.7079280465841293 105 -1.1319427490234375 1.1319427490234375 15 -0.44566166400909424 0.44566166400909424 30 -0.29420995712280273 0.29420995712280273 45 0.5613771506718227 E2_MoFE_Shapley 11 0.9416685186008267 0.9511373838837283 0.902797457664785 0.9710707142539668
34 150 150 3.826618194580078e-05 0 -0.1743963360786438 15 -0.04532283544540405 30 0.4081042408943176 45 0.7658831924200058 75 0.7520552575588226 105 0.8332170695066452 0.8332170695066452 15 0.2654663324356079 0.2654663324356079 30 -0.17004776000976562 0.17004776000976562 45 0.3823254236153194 E1_MoFE_Router 11 0.9511373838837283 0.902797457664785 0.9710707142539668 0.9416685186008267
35 150 150 -0.00018930435180664062 0 0.511152982711792 15 1.018292784690857 30 1.1841361820697784 45 1.1592301428318024 75 1.0469937920570374 105 -0.186370849609375 0.186370849609375 15 -0.3039991855621338 0.3039991855621338 30 -0.06231892108917236 0.06231892108917236 45 0.9530013522931507 E0_EarlyConcat 12 0.9076568619425501 0.9057779508230174 0.8547480819133845 0.9624445530912485
36 150 150 5.602836608886719e-05 0 0.393546462059021 15 0.8057880997657776 30 1.1090838313102722 45 1.6342430263757706 75 1.800450637936592 105 -0.008705854415893555 0.008705854415893555 15 -0.11391091346740723 0.11391091346740723 30 -0.1549060344696045 0.1549060344696045 45 1.1331321448087692 E2_MoFE_Shapley 12 0.8394156777338253 0.8794186408284813 0.7344095293124139 0.9044188630605805
37 150 150 5.602836608886719e-05 0 0.13595592975616455 15 0.43681013584136963 30 0.8681322336196899 45 1.7825934886932373 75 2.0031009316444397 105 0.3463946580886841 0.3463946580886841 15 0.2853071689605713 0.2853071689605713 30 0.3088414669036865 0.3088414669036865 45 1.0633257627487183 E1_MoFE_Router 12 0.8794186408284813 0.7344095293124139 0.9044188630605805 0.8394156777338253
38 148 148 1.3649463653564453e-05 0 0.4948078691959381 15 0.9053366854786873 30 1.2804741263389587 45 1.1726440787315369 74 0.9891664385795593 104 -0.14180028438568115 0.14180028438568115 15 -0.13720345497131348 0.13720345497131348 30 -0.2321101427078247 0.2321101427078247 45 0.9507595949939319 E0_EarlyConcat 13 0.9483211454398447 0.957169880468059 0.9187631415350067 0.9690304143164687
39 148 148 0.00013554096221923828 0 -0.15829098224639893 15 -0.37373781204223633 30 -0.5077440738677979 45 -0.42444276809692383 74 -0.2147899866104126 104 0.4472479224205017 0.4472479224205017 15 0.46977370977401733 0.46977370977401733 30 0.390436053276062 0.390436053276062 45 -0.3367503796304975 E2_MoFE_Shapley 13 0.8105079931235594 0.8383116714852094 0.7008395771067063 0.8923727307787623
40 148 148 0.00013554096221923828 0 0.09391522407531738 15 0.052898526191711426 30 0.2418513298034668 45 0.31834518909454346 74 0.3775618076324463 104 -0.0027663111686706543 0.0027663111686706543 15 0.05812114477157593 0.05812114477157593 30 -0.12474501132965088 0.12474501132965088 45 0.2177015287535531 E1_MoFE_Router 13 0.8383116714852094 0.7008395771067063 0.8923727307787623 0.8105079931235594
41 150 150 3.552436828613281e-05 0 -0.5230443477630615 15 -0.42905962467193604 30 -0.23943829536437988 45 0.12548494338989258 75 0.3509288430213928 105 1.9184768795967102 1.9184768795967102 15 1.2013048138469458 1.2013048138469458 30 0.7809059619903564 0.7809059619903564 45 -0.10133498907089236 E0_EarlyConcat 14 0.9385264530275421 0.9383794835326016 0.8988221698742167 0.9783777056758078
42 150 150 0.00010669231414794922 0 -0.38059860467910767 15 -0.39278560876846313 30 -0.434792697429657 45 -0.3228761553764343 75 -0.14188790321350098 105 0.8104809504002333 0.8104809504002333 15 0.44442111253738403 0.44442111253738403 30 0.3206022381782532 0.3206022381782532 45 -0.3161657324859074 E2_MoFE_Shapley 14 0.8505948412522039 0.8577287879461309 0.7525472243210809 0.9415085114893995
43 150 150 0.00010669231414794922 0 0.026353895664215088 15 -0.15878838300704956 30 -0.3808665871620178 45 -0.3281911015510559 75 -0.12497574090957642 105 0.45725536346435547 0.45725536346435547 15 0.3613148033618927 0.3613148033618927 30 0.3264308571815491 0.3264308571815491 45 -0.21214842370578219 E1_MoFE_Router 14 0.8577287879461309 0.7525472243210809 0.9415085114893995 0.8505948412522039
44 150 150 -0.00019097328186035156 0 0.23171734809875488 15 0.4342372417449951 30 0.6047306060791016 45 0.813480019569397 75 1.0421456098556519 105 0.06410479545593262 0.06410479545593262 15 0.06955742835998535 0.06955742835998535 30 0.04587578773498535 0.04587578773498535 45 0.606008665902274 E0_EarlyConcat 15 0.8890859887154093 0.9120306787244624 0.8182425885594916 0.9369846988622743
45 150 150 0.0001304149627685547 0 0.17737209796905518 15 0.4048668146133423 30 0.6323286294937134 45 0.8632513284683228 75 1.002562403678894 105 0.7455987930297852 0.7455987930297852 15 0.36517953872680664 0.36517953872680664 30 0.24842536449432373 0.24842536449432373 45 0.608551732131413 E2_MoFE_Shapley 15 0.8556996607256618 0.8700706698075471 0.7640641806302502 0.9329641317391884
46 150 150 0.0001304149627685547 0 0.17672944068908691 15 0.24516499042510986 30 0.5628634691238403 45 0.6440120935440063 75 0.8390775918960571 105 0.9233461618423462 0.9233461618423462 15 0.8419531583786011 0.8419531583786011 30 0.5011669397354126 0.5011669397354126 45 0.4847652316093444 E1_MoFE_Router 15 0.8700706698075471 0.7640641806302502 0.9329641317391884 0.8556996607256618
47 147 147 -0.0002732276916503906 0 0.7583918571472168 15 1.3662068843841553 30 1.7978522181510925 45 1.59359472990036 74 1.675729215145111 103 0.08460164070129395 0.08460164070129395 15 -0.22530651092529297 0.22530651092529297 30 -0.20862555503845215 0.20862555503845215 45 1.383451304265431 E0_EarlyConcat 16 0.9719812460539933 0.9758602028166662 0.9536121859748056 0.986471349370508
48 147 147 -0.0001380443572998047 0 0.42282724380493164 15 0.9519252777099609 30 1.546298325061798 45 1.6358433961868286 74 1.5972528457641602 103 0.39095067977905273 0.39095067977905273 15 0.15203046798706055 0.15203046798706055 30 0.08610224723815918 0.08610224723815918 45 1.2232958035809653 E2_MoFE_Shapley 16 0.9610498466528754 0.967564831142425 0.9338470649019219 0.9817376439142794
49 147 147 -0.0001380443572998047 0 0.20706987380981445 15 0.5729601383209229 30 1.2710548639297485 45 1.8060972690582275 74 1.7468581199645996 103 0.5664453506469727 0.5664453506469727 15 0.383622407913208 0.383622407913208 30 0.19068002700805664 0.19068002700805664 45 1.1493708491325378 E1_MoFE_Router 16 0.967564831142425 0.9338470649019219 0.9817376439142794 0.9610498466528754
50 150 150 0.0001468658447265625 0 0.34030771255493164 15 0.7518832683563232 30 1.1631700992584229 45 1.086920142173767 75 0.9851762056350708 105 0.2586803436279297 0.2586803436279297 15 0.05995893478393555 0.05995893478393555 30 -0.06167864799499512 0.06167864799499512 45 0.8565765789576939 E0_EarlyConcat 17 0.9135511207905537 0.9255931374727766 0.8692919685319349 0.9457682563669496
51 150 150 0.00020599365234375 0 0.5239259004592896 15 1.0071382522583008 30 1.5241012573242188 45 1.3490145206451416 75 1.5038843154907227 105 -0.0036101341247558594 0.0036101341247558594 15 0.01719951629638672 0.01719951629638672 30 -0.12950658798217773 0.12950658798217773 45 1.1456046274730136 E2_MoFE_Shapley 17 0.9699933330370238 0.9715862927241211 0.9509560424907774 0.9874376638961732
52 150 150 0.00020599365234375 0 0.3063880205154419 15 0.7531841993331909 30 1.3989560008049011 45 1.7032998502254486 75 2.047524182125926 105 0.5634595155715942 0.5634595155715942 15 0.2603261470794678 0.2603261470794678 30 -0.02401447296142578 0.02401447296142578 45 1.2303190143512828 E1_MoFE_Router 17 0.9715862927241211 0.9509560424907774 0.9874376638961732 0.9699933330370238
53 150 150 1.817941665649414e-05 0 0.2234351933002472 15 0.38486479222774506 30 0.4209885001182556 45 0.34687551856040955 75 0.3714265525341034 105 -0.25832119584083557 0.25832119584083557 15 -0.22820022702217102 0.22820022702217102 30 -0.1543814241886139 0.1543814241886139 45 0.32928134500980377 E0_EarlyConcat 18 0.8689411381246575 0.8932254766878528 0.7830268011911641 0.9305711364949554
54 150 150 0.00012743473052978516 0 -0.40809500217437744 15 -0.1627214550971985 30 0.07101881504058838 45 0.24030011892318726 75 0.08629405498504639 105 1.4229764342308044 1.4229764342308044 15 0.9834849238395691 0.9834849238395691 30 0.5936973243951797 0.5936973243951797 45 0.01466711078371319 E2_MoFE_Shapley 18 0.796526660444168 0.7625956709187076 0.7283932619227522 0.8985910484910441
55 150 150 0.00012743473052978516 0 -0.1406162977218628 15 -0.2515835165977478 30 -0.3073785901069641 45 0.0078032612800598145 75 0.16257977485656738 105 1.0792280435562134 1.0792280435562134 15 0.8245077133178711 0.8245077133178711 30 0.855797529220581 0.855797529220581 45 -0.09643109781401499 E1_MoFE_Router 18 0.7625956709187076 0.7283932619227522 0.8985910484910441 0.796526660444168
56 150 150 -3.0517578125e-05 0 -0.11791390180587769 15 -0.15233498811721802 30 0.0718986988067627 45 0.25638169050216675 75 0.235147625207901 105 0.4098636507987976 0.4098636507987976 15 0.23634150624275208 0.23634150624275208 30 0.05602717399597168 0.05602717399597168 45 0.08364212938717433 E0_EarlyConcat 19 0.8801404506866972 0.9072812124983334 0.7907640339570647 0.9423761056046936
57 150 150 0.0001169741153717041 0 0.04665637016296387 15 0.07652521133422852 30 0.18153339624404907 45 0.294008806347847 75 0.3716359809041023 105 0.26936817169189453 0.26936817169189453 15 0.3300636559724808 0.3300636559724808 30 0.1342846155166626 0.1342846155166626 45 0.19359910807439257 E2_MoFE_Shapley 19 0.834755322458776 0.8713365038446154 0.7258509267078537 0.907078536823859
58 150 150 0.0001169741153717041 0 0.24851052463054657 15 0.06037670373916626 30 -0.056931912899017334 45 0.151100754737854 75 0.4292882103472948 105 0.06211507320404053 0.06211507320404053 15 0.4791897740215063 0.4791897740215063 30 0.5541970208287239 0.5541970208287239 45 0.1364339379859822 E1_MoFE_Router 19 0.8713365038446154 0.7258509267078537 0.907078536823859 0.834755322458776
59 150 150 0.00011563301086425781 0 0.5845876932144165 15 1.1854255199432373 30 1.852372944355011 45 2.0745863169431686 75 1.9082763697952032 105 -0.01696324348449707 0.01696324348449707 15 -0.09125590324401855 0.09125590324401855 30 -0.13144385814666748 0.13144385814666748 45 1.5151542071253061 E0_EarlyConcat 20 0.9261501992681157 0.9245086448286592 0.8884999333303703 0.9654420196453176
60 150 150 0.00015747547149658203 0 0.6270503997802734 15 1.228735089302063 30 1.7906582932919264 45 1.8324708342552185 75 1.7891404461115599 105 0.16212236881256104 0.16212236881256104 15 0.018865227699279785 0.018865227699279785 30 -0.07442164421081543 0.07442164421081543 45 1.4279905401968531 E2_MoFE_Shapley 20 0.9423808465561433 0.9367225210009335 0.9124832214765102 0.9779367971909864
61 150 150 0.00015747547149658203 0 0.5185912847518921 15 1.0959563255310059 30 1.6798647418618202 45 1.8519408702850342 75 1.7791931387037039 105 0.5129009485244751 0.5129009485244751 15 0.22020959854125977 0.22020959854125977 30 0.06388592720031738 0.06388592720031738 45 1.373928334297878 E1_MoFE_Router 20 0.9367225210009335 0.9124832214765102 0.9779367971909864 0.9423808465561433