setu-neural-eeg / reports /all_completed_validation_experiments.csv
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name,model,channels,split,accuracy,balanced_accuracy,macro_f1,status
strict_ts_language_32_sub-09,ts,32.0,validation,0.3,0.3,0.3014906832298137,primary_protocol
strict_cbramod_partial_distributed_32_sub-10_seed-2026,cbramod_partial,32.0,validation,0.32,0.32,0.29003775423212763,primary_protocol
strict_bandpower_language_16_sub-10,bandpower,16.0,validation,0.22,0.22000000000000003,0.22111111111111112,primary_protocol
control_late_matched_sub-01,late_matched,64.0,validation,0.24,0.24,0.22296800825593394,control_or_exploratory
bandpower_distributed_64_sub-13,bandpower,64.0,validation,0.24,0.24,0.23859321506380332,control_or_exploratory
strict_bandpower_distributed_32_sub-14,bandpower,32.0,validation,0.26,0.26,0.2599310039805396,primary_protocol
strict_bandpower_distributed_8_sub-07,bandpower,8.0,validation,0.3,0.3,0.3216606541930273,primary_protocol
strict_reve_probe_distributed_32_sub-01,reve_probe,32.0,validation,0.3,0.3,0.29913596207713855,primary_protocol
strict_bandpower_distributed_64_sub-15,bandpower,64.0,validation,0.4,0.4,0.3994486215538847,primary_protocol
strict_cbramod_distributed_16_sub-15,cbramod,16.0,validation,0.38,0.38,0.3600100250626566,primary_protocol
strict_fbcsp_distributed_8_sub-05,fbcsp,8.0,validation,0.3,0.30000000000000004,0.29356269461532625,primary_protocol
ts_distributed_8_sub-09,ts,8.0,validation,0.22,0.22000000000000003,0.22553884711779446,control_or_exploratory
strict_reve_probe_distributed_32_sub-10,reve_probe,32.0,validation,0.16,0.16,0.1437142857142857,primary_protocol
strict_csbrain_probe_distributed_64_sub-06,csbrain_probe,64.0,validation,0.18,0.18,0.15455486542443064,primary_protocol
strict_reve_probe_distributed_32_sub-14,reve_probe,32.0,validation,0.3,0.3,0.28646438229962257,primary_protocol
strict_ts_language_16_sub-14,ts,16.0,validation,0.22,0.22000000000000003,0.2174370709382151,primary_protocol
strict_mdm_distributed_64_sub-14,mdm,64.0,validation,0.26,0.26,0.20618460823064405,primary_protocol
strict_reve_probe_distributed_64_sub-11,reve_probe,64.0,validation,0.32,0.32,0.33014939309056957,primary_protocol
strict_eegnet_distributed_64_sub-03_seed-2027,eegnet,64.0,validation,0.28,0.28,0.27323833881378634,primary_protocol
strict_bandpower_distributed_8_sub-02,bandpower,8.0,validation,0.3,0.30000000000000004,0.3021176470588235,primary_protocol
strict_ts_distributed_32_sub-07,ts,32.0,validation,0.36,0.36,0.3562881562881563,primary_protocol
strict_eegnet_distributed_8_sub-01_seed-2026,eegnet,8.0,validation,0.3,0.30000000000000004,0.2404928404928405,primary_protocol
strict_bandpower_trainrank_16_sub-15,bandpower,16.0,validation,0.34,0.34,0.34019396316879147,primary_protocol
strict_svm_language_16_sub-14,svm,16.0,validation,0.24,0.24000000000000005,0.20813143971038706,primary_protocol
strict_bandpower_language_16_sub-03,bandpower,16.0,validation,0.26,0.26,0.2477914242620125,primary_protocol
strict_csbrain_partial_distributed_64_sub-05_seed-2026,csbrain_partial,64.0,validation,0.28,0.28,0.25675435675435676,primary_protocol
mdm_distributed_32_sub-03,mdm,32.0,validation,0.22,0.22000000000000003,0.18114285714285713,control_or_exploratory
strict_cbramod_full_distributed_64_sub-14_seed-2026,cbramod_full,64.0,validation,0.24,0.24000000000000005,0.2409356725146199,primary_protocol
strict_fbcsp_distributed_8_sub-01,fbcsp,8.0,validation,0.38,0.38,0.37181286549707604,primary_protocol
strict_svm_language_8_sub-10,svm,8.0,validation,0.46,0.45999999999999996,0.4446559493362563,primary_protocol
strict_eegnet_distributed_64_sub-15_seed-2026,eegnet,64.0,validation,0.34,0.34,0.33807692307692305,primary_protocol
strict_bandpower_distributed_8_sub-12,bandpower,8.0,validation,0.38,0.38,0.36999309868875085,primary_protocol
strict_reve_probe_distributed_32_sub-13,reve_probe,32.0,validation,0.22,0.22000000000000003,0.22376689806357328,primary_protocol
loso_svm_32_sub-11,loso_svm,32.0,inner_validation_other_subjects,0.31142857142857144,0.3114285714285714,0.3100109756993238,control_or_exploratory
strict_svm_trainrank_16_sub-10,svm,16.0,validation,0.42,0.42000000000000004,0.4080477874528217,primary_protocol
strict_csbrain_probe_distributed_16_sub-15,csbrain_probe,16.0,validation,0.22,0.22000000000000003,0.2097340538045882,primary_protocol
strict_svm_distributed_32_sub-11,svm,32.0,validation,0.4,0.4,0.3986234817813765,primary_protocol
control_permuted_sub-11,permuted,64.0,validation,0.18,0.18000000000000002,0.16803030303030303,control_or_exploratory
strict_mdm_distributed_32_sub-11,mdm,32.0,validation,0.26,0.26,0.2511111111111111,primary_protocol
strict_svm_trainrank_16_sub-07,svm,16.0,validation,0.32,0.32,0.32060150375939844,primary_protocol
strict_cbramod_distributed_16_sub-06,cbramod,16.0,validation,0.18,0.18,0.1744451626804568,primary_protocol
strict_fbts_distributed_16_sub-05,fbts,16.0,validation,0.4,0.4,0.39894602234486476,primary_protocol
strict_svm_trainrank_16_sub-02,svm,16.0,validation,0.28,0.28,0.29267754948869495,primary_protocol
strict_bandpower_distributed_32_sub-05,bandpower,32.0,validation,0.32,0.32,0.3133471359558316,primary_protocol
strict_ts_language_32_sub-15,ts,32.0,validation,0.38,0.38,0.35820600967659794,primary_protocol
strict_fbts_distributed_8_sub-09,fbts,8.0,validation,0.3,0.30000000000000004,0.29888888888888887,primary_protocol
strict_csbrain_partial_distributed_32_sub-12_seed-2026,csbrain_partial,32.0,validation,0.24,0.24,0.21969696969696967,primary_protocol
strict_csbrain_probe_distributed_32_sub-08,csbrain_probe,32.0,validation,0.3,0.3,0.29682011935208863,primary_protocol
strict_bandpower_trainrank_8_sub-02,bandpower,8.0,validation,0.22,0.21999999999999997,0.21897319055213788,primary_protocol
strict_svm_distributed_64_sub-12,svm,64.0,validation,0.52,0.52,0.5174729391097678,primary_protocol
strict_bandpower_trainrank_32_sub-03,bandpower,32.0,validation,0.34,0.34,0.3385858585858586,primary_protocol
strict_fbcsp_distributed_64_sub-10,fbcsp,64.0,validation,0.32,0.32,0.31335748792270535,primary_protocol
strict_svm_trainrank_8_sub-02,svm,8.0,validation,0.32,0.32,0.31800892605846165,primary_protocol
strict_bandpower_language_32_sub-07,bandpower,32.0,validation,0.22,0.22000000000000003,0.21442479089537914,primary_protocol
control_late_matched_sub-02,late_matched,64.0,validation,0.26,0.26,0.25682011935208865,control_or_exploratory
strict_fbcsp_distributed_32_sub-04,fbcsp,32.0,validation,0.48,0.4800000000000001,0.4688345864661653,primary_protocol
strict_eegnet_distributed_16_sub-06_seed-2026,eegnet,16.0,validation,0.2,0.2,0.1863120166006414,primary_protocol
bandpower_distributed_8_sub-04,bandpower,8.0,validation,0.42,0.42000000000000004,0.4060006224712106,control_or_exploratory
strict_fbts_distributed_16_sub-15,fbts,16.0,validation,0.32,0.32,0.3297987616099071,primary_protocol
ts_distributed_64_sub-05,ts,64.0,validation,0.32,0.32,0.32227272727272727,control_or_exploratory
strict_svm_language_32_sub-07,svm,32.0,validation,0.3,0.3,0.2865079365079365,primary_protocol
strict_fbts_distributed_64_sub-07,fbts,64.0,validation,0.28,0.28,0.2818942781791079,primary_protocol
strict_cbramod_full_distributed_64_sub-07_seed-2026,cbramod_full,64.0,validation,0.32,0.32,0.3232866479925304,primary_protocol
mdm_distributed_16_sub-03,mdm,16.0,validation,0.24,0.24000000000000005,0.22914529914529919,control_or_exploratory
ts_distributed_16_sub-06,ts,16.0,validation,0.28,0.28,0.28035395393855483,control_or_exploratory
strict_mdm_distributed_64_sub-10,mdm,64.0,validation,0.3,0.3,0.2973222912353347,primary_protocol
strict_csbrain_probe_distributed_8_sub-03,csbrain_probe,8.0,validation,0.2,0.19999999999999998,0.19936507936507936,primary_protocol
bandpower_distributed_8_sub-13,bandpower,8.0,validation,0.16,0.16,0.1497076023391813,control_or_exploratory
control_precue_sub-07,precue,64.0,validation,0.2,0.2,0.19923198370257192,control_or_exploratory
strict_fbcsp_distributed_32_sub-15,fbcsp,32.0,validation,0.38,0.38,0.3467679379444085,primary_protocol
strict_bandpower_trainrank_8_sub-10,bandpower,8.0,validation,0.28,0.27999999999999997,0.21623188405797103,primary_protocol
strict_fbts_distributed_8_sub-11,fbts,8.0,validation,0.26,0.26000000000000006,0.2685036119711043,primary_protocol
strict_svm_trainrank_32_sub-13,svm,32.0,validation,0.32,0.32,0.3207843137254902,primary_protocol
strict_bandpower_distributed_16_sub-06,bandpower,16.0,validation,0.3,0.3,0.29914335167532097,primary_protocol
strict_ts_distributed_32_sub-09,ts,32.0,validation,0.26,0.25999999999999995,0.25498118439294915,primary_protocol
strict_bandpower_trainrank_32_sub-12,bandpower,32.0,validation,0.34,0.33999999999999997,0.34013710747456877,primary_protocol
strict_bandpower_trainrank_8_sub-11,bandpower,8.0,validation,0.24,0.24,0.23153407816215732,primary_protocol
ts_distributed_64_sub-09,ts,64.0,validation,0.36,0.36,0.3657097288676236,control_or_exploratory
strict_cbramod_distributed_8_sub-08,cbramod,8.0,validation,0.32,0.32,0.31753501400560225,primary_protocol
strict_fbts_distributed_16_sub-03,fbts,16.0,validation,0.4,0.4,0.3924963924963925,primary_protocol
strict_eegnet_distributed_64_sub-01_seed-2026,eegnet,64.0,validation,0.18,0.18000000000000002,0.1673067801763454,primary_protocol
control_late_matched_sub-10,late_matched,64.0,validation,0.14,0.13999999999999999,0.12935302683586436,control_or_exploratory
bandpower_distributed_64_sub-02,bandpower,64.0,validation,0.34,0.34,0.3221312872975277,control_or_exploratory
strict_eegnet_distributed_8_sub-11_seed-2026,eegnet,8.0,validation,0.16,0.16,0.14569757727652463,primary_protocol
strict_bandpower_distributed_32_sub-03,bandpower,32.0,validation,0.42,0.41999999999999993,0.41361577019471757,primary_protocol
strict_bandpower_trainrank_8_sub-06,bandpower,8.0,validation,0.34,0.33999999999999997,0.32175213675213676,primary_protocol
strict_svm_language_16_sub-04,svm,16.0,validation,0.38,0.38,0.36453102453102454,primary_protocol
strict_bandpower_distributed_16_sub-13,bandpower,16.0,validation,0.22,0.22000000000000003,0.20370370370370372,primary_protocol
loso_bandpower_64_sub-14,loso_bandpower,64.0,inner_validation_other_subjects,0.26142857142857145,0.2614285714285714,0.2613551865279368,control_or_exploratory
strict_cbramod_full_distributed_64_sub-01_seed-2026,cbramod_full,64.0,validation,0.24,0.24000000000000005,0.2074570590699623,primary_protocol
strict_ts_language_8_sub-15,ts,8.0,validation,0.4,0.4,0.39575757575757575,primary_protocol
bandpower_distributed_16_sub-04,bandpower,16.0,validation,0.42,0.42000000000000004,0.3853801169590643,control_or_exploratory
bandpower_distributed_16_sub-11,bandpower,16.0,validation,0.32,0.32,0.3205604921394395,control_or_exploratory
strict_eegnet_distributed_16_sub-07_seed-2026,eegnet,16.0,validation,0.32,0.32,0.28987599433366024,primary_protocol
strict_cbramod_full_distributed_64_sub-13_seed-2026,cbramod_full,64.0,validation,0.24,0.24,0.2497849398030886,primary_protocol
strict_ts_distributed_8_sub-06,ts,8.0,validation,0.24,0.24,0.23133333333333334,primary_protocol
strict_svm_trainrank_8_sub-04,svm,8.0,validation,0.5,0.5,0.4701696770662288,primary_protocol
strict_eegnet_distributed_64_sub-02_seed-2026,eegnet,64.0,validation,0.28,0.27999999999999997,0.24463937621832357,primary_protocol
strict_ts_language_8_sub-14,ts,8.0,validation,0.42,0.42000000000000004,0.41510989010989013,primary_protocol
strict_conformer_distributed_64_sub-03_seed-2026,conformer,64.0,validation,0.26,0.26,0.22344055944055943,primary_protocol
strict_bandpower_distributed_64_sub-10,bandpower,64.0,validation,0.2,0.2,0.1918547706163805,primary_protocol
mdm_distributed_8_sub-06,mdm,8.0,validation,0.24,0.24000000000000005,0.21770014115749142,control_or_exploratory
strict_svm_language_8_sub-06,svm,8.0,validation,0.38,0.38,0.3430925138934292,primary_protocol
ts_distributed_16_sub-08,ts,16.0,validation,0.38,0.38,0.37614523123223875,control_or_exploratory
strict_cbramod_full_distributed_64_sub-06_seed-2026,cbramod_full,64.0,validation,0.28,0.27999999999999997,0.24243964142330748,primary_protocol
strict_eegnet_distributed_64_sub-15_seed-2028,eegnet,64.0,validation,0.22,0.22000000000000003,0.21706293706293706,primary_protocol
strict_bandpower_trainrank_32_sub-07,bandpower,32.0,validation,0.24,0.24,0.2230909090909091,primary_protocol
ts_distributed_8_sub-05,ts,8.0,validation,0.26,0.26,0.2616267942583732,control_or_exploratory
strict_bandpower_trainrank_16_sub-02,bandpower,16.0,validation,0.3,0.30000000000000004,0.28791458612430476,primary_protocol
strict_fbts_distributed_32_sub-09,fbts,32.0,validation,0.38,0.38,0.3821376971841368,primary_protocol
strict_svm_language_16_sub-09,svm,16.0,validation,0.36,0.36,0.3404373404373405,primary_protocol
strict_mdm_distributed_8_sub-08,mdm,8.0,validation,0.3,0.3,0.2830200501253133,primary_protocol
strict_svm_trainrank_8_sub-05,svm,8.0,validation,0.34,0.34,0.3236208236208236,primary_protocol
strict_bandpower_language_16_sub-09,bandpower,16.0,validation,0.38,0.38,0.3848054919908467,primary_protocol
strict_bandpower_distributed_8_sub-14,bandpower,8.0,validation,0.28,0.27999999999999997,0.21501893692046492,primary_protocol
reference3s_reve_full_pooled_64_seed-2026,reve,64.0,validation,0.236,0.236,0.16858789976353922,control_or_exploratory
strict_fbts_distributed_16_sub-07,fbts,16.0,validation,0.26,0.26000000000000006,0.2533296119085593,primary_protocol
strict_fbcsp_distributed_32_sub-11,fbcsp,32.0,validation,0.36,0.36,0.3646004378763,primary_protocol
strict_fbts_distributed_64_sub-12,fbts,64.0,validation,0.48,0.48,0.4842424242424242,primary_protocol
strict_svm_distributed_8_sub-10,svm,8.0,validation,0.38,0.38,0.3617162471395881,primary_protocol
strict_bandpower_distributed_64_sub-03,bandpower,64.0,validation,0.44,0.44000000000000006,0.43494230227976366,primary_protocol
strict_bandpower_distributed_8_sub-15,bandpower,8.0,validation,0.4,0.4,0.4,primary_protocol
strict_mdm_distributed_32_sub-08,mdm,32.0,validation,0.44,0.44000000000000006,0.4051019738999278,primary_protocol
mdm_distributed_32_sub-07,mdm,32.0,validation,0.3,0.3,0.2695652173913043,control_or_exploratory
strict_cbramod_full_distributed_64_sub-10_seed-2026,cbramod_full,64.0,validation,0.24,0.24000000000000005,0.23409090909090907,primary_protocol
mdm_distributed_8_sub-03,mdm,8.0,validation,0.18,0.18,0.17214285714285713,control_or_exploratory
strict_eegnet_distributed_64_sub-07_seed-2027,eegnet,64.0,validation,0.24,0.24,0.22420168067226892,primary_protocol
ts_distributed_32_sub-11,ts,32.0,validation,0.42,0.42000000000000004,0.42182097186700773,control_or_exploratory
strict_reve_probe_distributed_64_sub-07,reve_probe,64.0,validation,0.36,0.36000000000000004,0.36133333333333334,primary_protocol
strict_cbramod_distributed_16_sub-10,cbramod,16.0,validation,0.22,0.22000000000000003,0.20454451345755692,primary_protocol
strict_svm_distributed_8_sub-06,svm,8.0,validation,0.3,0.30000000000000004,0.2884867860187553,primary_protocol
control_permuted_sub-14,permuted,64.0,validation,0.16,0.16,0.15726315789473683,control_or_exploratory
mdm_distributed_32_sub-02,mdm,32.0,validation,0.12,0.12000000000000002,0.08950332821300563,control_or_exploratory
strict_eegnet_distributed_64_sub-04_seed-2026,eegnet,64.0,validation,0.24,0.24,0.20845704003598745,primary_protocol
ts_distributed_32_sub-07,ts,32.0,validation,0.28,0.28,0.2817290013404031,control_or_exploratory
strict_cbramod_distributed_64_sub-08,cbramod,64.0,validation,0.26,0.26,0.25966642095434667,primary_protocol
strict_eegnet_distributed_64_sub-13_seed-2026,eegnet,64.0,validation,0.22,0.22000000000000003,0.20497354497354495,primary_protocol
strict_ts_distributed_8_sub-14,ts,8.0,validation,0.26,0.26000000000000006,0.25116402116402115,primary_protocol
loso_svm_32_sub-05,loso_svm,32.0,inner_validation_other_subjects,0.30142857142857143,0.30142857142857143,0.299898109275527,control_or_exploratory
strict_csbrain_probe_distributed_16_sub-03,csbrain_probe,16.0,validation,0.22,0.22000000000000003,0.22255411255411256,primary_protocol
bandpower_distributed_32_sub-15,bandpower,32.0,validation,0.36,0.36,0.34204346378259426,control_or_exploratory
bandpower_distributed_32_sub-02,bandpower,32.0,validation,0.32,0.32,0.3012566844919786,control_or_exploratory
strict_reve_probe_distributed_64_sub-08,reve_probe,64.0,validation,0.32,0.32,0.29723807025597304,primary_protocol
strict_svm_trainrank_32_sub-12,svm,32.0,validation,0.4,0.4,0.4074222618340266,primary_protocol
mdm_distributed_16_sub-05,mdm,16.0,validation,0.12,0.12000000000000002,0.10983574879227054,control_or_exploratory
strict_csbrain_partial_distributed_32_sub-09_seed-2026,csbrain_partial,32.0,validation,0.34,0.33999999999999997,0.330966070966071,primary_protocol
strict_cbramod_distributed_32_sub-09,cbramod,32.0,validation,0.24,0.24,0.23617010440539854,primary_protocol
strict_csbrain_probe_distributed_8_sub-14,csbrain_probe,8.0,validation,0.34,0.33999999999999997,0.33778992936887675,primary_protocol
strict_eegnet_distributed_64_sub-05_seed-2028,eegnet,64.0,validation,0.4,0.4,0.3942657342657343,primary_protocol
bandpower_distributed_32_sub-03,bandpower,32.0,validation,0.44,0.44000000000000006,0.44779797979797975,control_or_exploratory
strict_cbramod_full_distributed_64_sub-15_seed-2026,cbramod_full,64.0,validation,0.36,0.36,0.35384904950122337,primary_protocol
strict_svm_language_16_sub-08,svm,16.0,validation,0.36,0.36,0.35619047619047617,primary_protocol
control_precue_sub-08,precue,64.0,validation,0.22,0.21999999999999997,0.21714285714285714,control_or_exploratory
mdm_distributed_8_sub-02,mdm,8.0,validation,0.18,0.18,0.15930735930735931,control_or_exploratory
strict_cbramod_distributed_64_sub-13,cbramod,64.0,validation,0.18,0.18000000000000002,0.1735811715990744,primary_protocol
strict_reve_probe_distributed_32_sub-08,reve_probe,32.0,validation,0.38,0.38000000000000006,0.3730027968471904,primary_protocol
strict_csbrain_probe_distributed_64_sub-09,csbrain_probe,64.0,validation,0.28,0.28,0.28360536309385415,primary_protocol
strict_reve_probe_distributed_64_sub-13,reve_probe,64.0,validation,0.18,0.18,0.1769254658385093,primary_protocol
strict_fbts_distributed_8_sub-13,fbts,8.0,validation,0.24,0.24,0.2069431643625192,primary_protocol
control_precue_sub-01,precue,64.0,validation,0.18,0.18,0.18029526029526027,control_or_exploratory
strict_ts_language_16_sub-09,ts,16.0,validation,0.18,0.18000000000000002,0.16864801864801865,primary_protocol
strict_eegnet_distributed_64_sub-05_seed-2026,eegnet,64.0,validation,0.36,0.36,0.3603921568627451,primary_protocol
strict_eegnet_distributed_64_sub-08_seed-2028,eegnet,64.0,validation,0.26,0.26,0.2632288184090841,primary_protocol
strict_svm_language_16_sub-15,svm,16.0,validation,0.46,0.45999999999999996,0.45444444444444443,primary_protocol
strict_eegnet_distributed_32_sub-09_seed-2026,eegnet,32.0,validation,0.34,0.34,0.3282311661506708,primary_protocol
ts_distributed_32_sub-06,ts,32.0,validation,0.28,0.28,0.26456521739130434,control_or_exploratory
strict_fbts_distributed_64_sub-08,fbts,64.0,validation,0.38,0.38,0.3621322537112011,primary_protocol
strict_eegnet_distributed_64_pooled_seed-2026,eegnet,64.0,validation,0.22533333333333333,0.2253333333333333,0.223656291576548,primary_protocol
strict_cbramod_distributed_64_sub-09,cbramod,64.0,validation,0.26,0.26,0.2595488721804511,primary_protocol
strict_csbrain_probe_distributed_16_sub-06,csbrain_probe,16.0,validation,0.16,0.16,0.15383838383838383,primary_protocol
strict_bandpower_distributed_64_sub-08,bandpower,64.0,validation,0.34,0.34,0.33648033126293997,primary_protocol
strict_bandpower_distributed_16_sub-02,bandpower,16.0,validation,0.36,0.36,0.34280701754385967,primary_protocol
strict_fbcsp_distributed_64_sub-14,fbcsp,64.0,validation,0.3,0.30000000000000004,0.2903383458646617,primary_protocol
strict_eegnet_distributed_32_sub-04_seed-2026,eegnet,32.0,validation,0.2,0.20000000000000004,0.17623564890118373,primary_protocol
strict_bandpower_trainrank_8_sub-03,bandpower,8.0,validation,0.3,0.3,0.30102766798418973,primary_protocol
bandpower_distributed_32_sub-10,bandpower,32.0,validation,0.38,0.38,0.36865196588308713,control_or_exploratory
strict_bandpower_language_32_sub-15,bandpower,32.0,validation,0.34,0.34,0.3138324420677362,primary_protocol
strict_csbrain_probe_distributed_32_sub-02,csbrain_probe,32.0,validation,0.14,0.13999999999999999,0.12994152046783625,primary_protocol
strict_cbramod_distributed_64_sub-14,cbramod,64.0,validation,0.28,0.28,0.27435192258721675,primary_protocol
strict_eegnet_distributed_64_sub-08_seed-2027,eegnet,64.0,validation,0.28,0.27999999999999997,0.28006715506715507,primary_protocol
strict_svm_trainrank_32_sub-02,svm,32.0,validation,0.32,0.31999999999999995,0.3154532945554617,primary_protocol
strict_svm_language_32_sub-10,svm,32.0,validation,0.3,0.3,0.28192982456140353,primary_protocol
strict_svm_language_32_sub-11,svm,32.0,validation,0.32,0.32,0.301937441643324,primary_protocol
strict_csbrain_partial_distributed_32_sub-03_seed-2026,csbrain_partial,32.0,validation,0.24,0.24000000000000005,0.208950469820035,primary_protocol
strict_bandpower_trainrank_16_sub-10,bandpower,16.0,validation,0.36,0.36,0.33042606516290723,primary_protocol
strict_ts_distributed_8_sub-05,ts,8.0,validation,0.46,0.45999999999999996,0.4614906832298137,primary_protocol
strict_svm_trainrank_16_sub-03,svm,16.0,validation,0.3,0.30000000000000004,0.29633173843700156,primary_protocol
strict_csbrain_partial_distributed_32_sub-10_seed-2026,csbrain_partial,32.0,validation,0.26,0.25999999999999995,0.23333626116234812,primary_protocol
strict_bandpower_language_16_sub-06,bandpower,16.0,validation,0.34,0.33999999999999997,0.2907085561497326,primary_protocol
strict_ts_distributed_64_sub-03,ts,64.0,validation,0.44,0.44000000000000006,0.44351524397290987,primary_protocol
strict_svm_trainrank_8_sub-08,svm,8.0,validation,0.44,0.44000000000000006,0.4243022576203354,primary_protocol
strict_fbts_distributed_16_sub-10,fbts,16.0,validation,0.32,0.32,0.3117100443416233,primary_protocol
mdm_distributed_16_sub-14,mdm,16.0,validation,0.32,0.31999999999999995,0.29093525886629334,control_or_exploratory
strict_ts_distributed_16_sub-15,ts,16.0,validation,0.32,0.32,0.32301568400639613,primary_protocol
strict_svm_distributed_32_sub-03,svm,32.0,validation,0.34,0.33999999999999997,0.3177617245728701,primary_protocol
strict_csbrain_probe_distributed_32_sub-13,csbrain_probe,32.0,validation,0.14,0.14,0.12694949494949498,primary_protocol
strict_fbcsp_distributed_16_sub-01,fbcsp,16.0,validation,0.34,0.33999999999999997,0.3441378490790255,primary_protocol
strict_reve_partial_distributed_64_sub-07_seed-2026,reve_partial,64.0,validation,0.34,0.34,0.26967320261437905,primary_protocol
strict_bandpower_distributed_8_sub-04,bandpower,8.0,validation,0.5,0.5,0.49604010025062656,primary_protocol
loso_svm_32_sub-10,loso_svm,32.0,inner_validation_other_subjects,0.29285714285714287,0.2928571428571428,0.2903913651424331,control_or_exploratory
strict_fbts_distributed_32_sub-14,fbts,32.0,validation,0.24,0.24,0.20925407925407927,primary_protocol
strict_fbts_distributed_32_sub-07,fbts,32.0,validation,0.36,0.36,0.357837528604119,primary_protocol
strict_csbrain_probe_distributed_32_sub-14,csbrain_probe,32.0,validation,0.3,0.3,0.288950182943991,primary_protocol
strict_eegnet_distributed_16_sub-03_seed-2026,eegnet,16.0,validation,0.24,0.24,0.23745454545454545,primary_protocol
strict_cbramod_distributed_16_sub-13,cbramod,16.0,validation,0.2,0.2,0.18819548872180453,primary_protocol
strict_svm_distributed_32_sub-09,svm,32.0,validation,0.38,0.38000000000000006,0.35404595404595407,primary_protocol
strict_cbramod_distributed_8_sub-13,cbramod,8.0,validation,0.22,0.21999999999999997,0.2148659692710036,primary_protocol
strict_bandpower_language_32_sub-14,bandpower,32.0,validation,0.28,0.27999999999999997,0.2113095238095238,primary_protocol
loso_svm_32_sub-09,loso_svm,32.0,inner_validation_other_subjects,0.3028571428571429,0.3028571428571428,0.30205395335090196,control_or_exploratory
strict_csbrain_partial_distributed_64_sub-13_seed-2026,csbrain_partial,64.0,validation,0.22,0.22000000000000003,0.1,primary_protocol
strict_reve_probe_distributed_32_sub-06,reve_probe,32.0,validation,0.24,0.24000000000000005,0.23357813428401664,primary_protocol
strict_cbramod_partial_distributed_64_sub-01_seed-2026,cbramod_partial,64.0,validation,0.28,0.28,0.25112044405147854,primary_protocol
control_late_matched_sub-12,late_matched,64.0,validation,0.3,0.3,0.3010144927536232,control_or_exploratory
strict_cbramod_full_distributed_64_sub-11_seed-2026,cbramod_full,64.0,validation,0.3,0.3,0.24564777327935222,primary_protocol
control_precue_sub-10,precue,64.0,validation,0.26,0.26,0.24725313283208022,control_or_exploratory
strict_ts_distributed_16_sub-06,ts,16.0,validation,0.3,0.3,0.28963492063492063,primary_protocol
strict_eegnet_distributed_32_sub-10_seed-2026,eegnet,32.0,validation,0.24,0.24000000000000005,0.19037433155080213,primary_protocol
strict_eegnet_distributed_64_sub-06_seed-2027,eegnet,64.0,validation,0.2,0.2,0.18642390289449112,primary_protocol
strict_cbramod_distributed_8_sub-10,cbramod,8.0,validation,0.22,0.22000000000000003,0.21002009499451954,primary_protocol
strict_eegnet_distributed_64_sub-13_seed-2028,eegnet,64.0,validation,0.22,0.22000000000000003,0.2071846282372598,primary_protocol
strict_svm_distributed_64_sub-09,svm,64.0,validation,0.4,0.4,0.3562105263157894,primary_protocol
strict_csbrain_probe_distributed_32_sub-06,csbrain_probe,32.0,validation,0.16,0.16,0.14727485380116961,primary_protocol
control_late_matched_sub-15,late_matched,64.0,validation,0.18,0.18,0.17111111111111113,control_or_exploratory
strict_bandpower_trainrank_8_sub-04,bandpower,8.0,validation,0.42,0.42000000000000004,0.4185242518059856,primary_protocol
control_late_matched_sub-11,late_matched,64.0,validation,0.18,0.18000000000000002,0.18061443200762087,control_or_exploratory
strict_csbrain_probe_distributed_32_sub-03,csbrain_probe,32.0,validation,0.14,0.13999999999999999,0.14090833143464723,primary_protocol
strict_fbcsp_distributed_16_sub-08,fbcsp,16.0,validation,0.54,0.5399999999999999,0.5256190476190477,primary_protocol
strict_fbcsp_distributed_8_sub-14,fbcsp,8.0,validation,0.28,0.27999999999999997,0.21619047619047618,primary_protocol
strict_fbcsp_distributed_64_sub-12,fbcsp,64.0,validation,0.34,0.33999999999999997,0.3388888888888889,primary_protocol
strict_ts_distributed_8_sub-08,ts,8.0,validation,0.3,0.3,0.2841720371132136,primary_protocol
strict_cbramod_partial_distributed_64_sub-09_seed-2026,cbramod_partial,64.0,validation,0.4,0.4,0.40893711551606293,primary_protocol
strict_cbramod_partial_distributed_32_sub-07_seed-2026,cbramod_partial,32.0,validation,0.38,0.38,0.3674829314665975,primary_protocol
strict_reve_probe_distributed_64_sub-01,reve_probe,64.0,validation,0.22,0.22000000000000003,0.2183806062470755,primary_protocol
strict_fbts_distributed_16_sub-11,fbts,16.0,validation,0.36,0.36,0.36974192474192474,primary_protocol
strict_svm_language_32_sub-03,svm,32.0,validation,0.32,0.32,0.317950673785914,primary_protocol
strict_fbcsp_distributed_8_sub-09,fbcsp,8.0,validation,0.3,0.3,0.281366311706869,primary_protocol
strict_csbrain_partial_distributed_32_sub-08_seed-2026,csbrain_partial,32.0,validation,0.34,0.34,0.3331578947368421,primary_protocol
bandpower_distributed_16_sub-14,bandpower,16.0,validation,0.34,0.34,0.3399119009645325,control_or_exploratory
strict_ts_distributed_32_sub-11,ts,32.0,validation,0.3,0.3,0.27242966751918163,primary_protocol
strict_bandpower_trainrank_8_sub-15,bandpower,8.0,validation,0.34,0.34,0.330637365157489,primary_protocol
strict_bandpower_language_8_sub-09,bandpower,8.0,validation,0.34,0.33999999999999997,0.340153452685422,primary_protocol
strict_conformer_distributed_64_sub-04_seed-2026,conformer,64.0,validation,0.28,0.27999999999999997,0.26252591004912984,primary_protocol
bandpower_distributed_64_sub-10,bandpower,64.0,validation,0.3,0.3,0.29746355192794827,control_or_exploratory
control_precue_sub-13,precue,64.0,validation,0.32,0.32,0.3134624439887598,control_or_exploratory
strict_svm_language_8_sub-11,svm,8.0,validation,0.38,0.38,0.37313341390067734,primary_protocol
bandpower_distributed_8_sub-07,bandpower,8.0,validation,0.24,0.24,0.2453146853146853,control_or_exploratory
strict_reve_partial_distributed_64_sub-10_seed-2026,reve_partial,64.0,validation,0.26,0.26,0.15272727272727274,primary_protocol
bandpower_distributed_16_sub-13,bandpower,16.0,validation,0.2,0.2,0.17378582202111614,control_or_exploratory
strict_ts_distributed_8_sub-13,ts,8.0,validation,0.24,0.24,0.21703590527119937,primary_protocol
strict_reve_probe_distributed_64_sub-10,reve_probe,64.0,validation,0.24,0.24000000000000005,0.21450685537372843,primary_protocol
strict_mdm_distributed_64_sub-06,mdm,64.0,validation,0.3,0.3,0.28633757596605897,primary_protocol
strict_eegnet_distributed_64_sub-12_seed-2027,eegnet,64.0,validation,0.34,0.34,0.35764235764235763,primary_protocol
strict_bandpower_language_32_sub-09,bandpower,32.0,validation,0.4,0.39999999999999997,0.39396825396825397,primary_protocol
strict_csbrain_probe_distributed_16_sub-01,csbrain_probe,16.0,validation,0.26,0.26,0.25969951617010445,primary_protocol
strict_ts_language_8_sub-13,ts,8.0,validation,0.32,0.32,0.32525252525252524,primary_protocol
strict_cbramod_full_distributed_64_sub-05_seed-2026,cbramod_full,64.0,validation,0.2,0.2,0.16153383458646617,primary_protocol
control_precue_sub-15,precue,64.0,validation,0.3,0.3,0.28163802515666836,control_or_exploratory
strict_cbramod_partial_distributed_64_sub-03_seed-2026,cbramod_partial,64.0,validation,0.2,0.2,0.1298245614035088,primary_protocol
strict_csbrain_probe_distributed_16_sub-04,csbrain_probe,16.0,validation,0.14,0.13999999999999999,0.14306869600987246,primary_protocol
mdm_distributed_64_sub-07,mdm,64.0,validation,0.32,0.32,0.30834498834498836,control_or_exploratory
strict_csbrain_probe_distributed_64_sub-14,csbrain_probe,64.0,validation,0.34,0.34,0.3415128730918204,primary_protocol
strict_svm_trainrank_32_sub-03,svm,32.0,validation,0.28,0.28,0.27823801929065084,primary_protocol
strict_svm_trainrank_32_sub-08,svm,32.0,validation,0.38,0.38,0.3793755006603304,primary_protocol
strict_csbrain_partial_distributed_32_sub-01_seed-2026,csbrain_partial,32.0,validation,0.26,0.26000000000000006,0.211749963143152,primary_protocol
strict_fbts_distributed_16_sub-09,fbts,16.0,validation,0.4,0.4,0.40510518721045036,primary_protocol
strict_mdm_distributed_32_sub-07,mdm,32.0,validation,0.28,0.27999999999999997,0.2534509350298824,primary_protocol
strict_fbts_distributed_16_sub-01,fbts,16.0,validation,0.38,0.38,0.37628944483972077,primary_protocol
strict_eegnet_distributed_16_sub-05_seed-2026,eegnet,16.0,validation,0.3,0.30000000000000004,0.27832259694328654,primary_protocol
strict_svm_language_16_sub-12,svm,16.0,validation,0.42,0.42000000000000004,0.38660640629787635,primary_protocol
strict_svm_distributed_16_sub-13,svm,16.0,validation,0.36,0.36,0.3551587301587302,primary_protocol
loso_bandpower_64_sub-02,loso_bandpower,64.0,inner_validation_other_subjects,0.2571428571428571,0.2571428571428571,0.25693339859778164,control_or_exploratory
strict_ts_distributed_32_sub-05,ts,32.0,validation,0.3,0.3,0.30637426900584797,primary_protocol
strict_fbcsp_distributed_64_sub-01,fbcsp,64.0,validation,0.38,0.38,0.38011204481792715,primary_protocol
strict_cbramod_partial_distributed_32_sub-15_seed-2026,cbramod_partial,32.0,validation,0.36,0.36,0.31865100416824554,primary_protocol
strict_cbramod_distributed_16_sub-05,cbramod,16.0,validation,0.18,0.18,0.16998292833533107,primary_protocol
strict_csbrain_probe_distributed_16_sub-10,csbrain_probe,16.0,validation,0.1,0.1,0.09076923076923078,primary_protocol
strict_bandpower_trainrank_8_sub-13,bandpower,8.0,validation,0.32,0.32,0.29820258561677326,primary_protocol
strict_ts_language_8_sub-10,ts,8.0,validation,0.36,0.36,0.3473593073593073,primary_protocol
strict_cbramod_full_distributed_64_sub-09_seed-2026,cbramod_full,64.0,validation,0.32,0.32,0.32160800552104896,primary_protocol
strict_cbramod_distributed_8_sub-01,cbramod,8.0,validation,0.32,0.32,0.30915789473684213,primary_protocol
strict_ts_language_8_sub-01,ts,8.0,validation,0.28,0.28,0.277046783625731,primary_protocol
chisco_sub01_x_blocksplit,,,validation,0.03115264797507788,0.027224237577176034,0.023602656114539607,control_or_exploratory
strict_ts_distributed_8_sub-09,ts,8.0,validation,0.34,0.33999999999999997,0.34575569358178054,primary_protocol
strict_eegnet_distributed_16_sub-09_seed-2026,eegnet,16.0,validation,0.26,0.26,0.1822504611600738,primary_protocol
strict_fbts_distributed_16_sub-12,fbts,16.0,validation,0.36,0.36000000000000004,0.3616161616161616,primary_protocol
strict_svm_distributed_64_sub-06,svm,64.0,validation,0.3,0.3,0.2759784075573549,primary_protocol
strict_fbcsp_distributed_64_sub-02,fbcsp,64.0,validation,0.26,0.25999999999999995,0.26192754613807245,primary_protocol
bandpower_distributed_16_sub-07,bandpower,16.0,validation,0.34,0.33999999999999997,0.3331622864803642,control_or_exploratory
strict_eegnet_distributed_64_sub-11_seed-2028,eegnet,64.0,validation,0.32,0.31999999999999995,0.2936464237516869,primary_protocol
strict_ts_language_8_sub-12,ts,8.0,validation,0.4,0.4,0.3785234441602728,primary_protocol
strict_eegnet_distributed_32_sub-13_seed-2026,eegnet,32.0,validation,0.2,0.2,0.1897285459638401,primary_protocol
strict_svm_language_8_sub-14,svm,8.0,validation,0.34,0.33999999999999997,0.34373307851568724,primary_protocol
strict_cbramod_partial_distributed_32_sub-03_seed-2026,cbramod_partial,32.0,validation,0.24,0.24000000000000005,0.19219438971760955,primary_protocol
strict_cbramod_partial_distributed_64_pooled_seed-2026,cbramod_partial,64.0,validation,0.21466666666666667,0.21466666666666664,0.18939449168199973,primary_protocol
strict_svm_distributed_32_sub-02,svm,32.0,validation,0.26,0.26,0.25900356952988535,primary_protocol
strict_fbcsp_distributed_32_sub-07,fbcsp,32.0,validation,0.3,0.3,0.28494083694083694,primary_protocol
strict_bandpower_trainrank_16_sub-04,bandpower,16.0,validation,0.42,0.42000000000000004,0.400078627942405,primary_protocol
strict_ts_language_8_sub-11,ts,8.0,validation,0.3,0.3,0.2888366013071896,primary_protocol
strict_reve_probe_distributed_32_sub-05,reve_probe,32.0,validation,0.28,0.27999999999999997,0.2812485759854181,primary_protocol
strict_csbrain_probe_distributed_32_sub-09,csbrain_probe,32.0,validation,0.36,0.36000000000000004,0.36062404092071615,primary_protocol
strict_fbts_distributed_16_sub-13,fbts,16.0,validation,0.32,0.32,0.2854256854256854,primary_protocol
control_precue_sub-05,precue,64.0,validation,0.34,0.34,0.34777377354103695,control_or_exploratory
bandpower_distributed_32_sub-14,bandpower,32.0,validation,0.36,0.36000000000000004,0.36870767168250007,control_or_exploratory
strict_cbramod_full_distributed_64_sub-12_seed-2026,cbramod_full,64.0,validation,0.3,0.3,0.24631808278867098,primary_protocol
strict_cbramod_distributed_64_sub-10,cbramod,64.0,validation,0.26,0.26,0.23333333333333334,primary_protocol
strict_eegnet_distributed_32_sub-05_seed-2026,eegnet,32.0,validation,0.32,0.32,0.24099999999999996,primary_protocol
strict_bandpower_language_32_sub-11,bandpower,32.0,validation,0.24,0.24,0.24085953083126324,primary_protocol
mdm_distributed_16_sub-12,mdm,16.0,validation,0.22,0.22000000000000003,0.21803411691283547,control_or_exploratory
ts_distributed_8_sub-02,ts,8.0,validation,0.18,0.18,0.1722910262040697,control_or_exploratory
strict_eegnet_distributed_64_sub-10_seed-2026,eegnet,64.0,validation,0.2,0.2,0.18445276292335117,primary_protocol
strict_ts_distributed_64_sub-08,ts,64.0,validation,0.36,0.36,0.3578416892032452,primary_protocol
strict_eegnet_distributed_64_sub-01_seed-2028,eegnet,64.0,validation,0.3,0.3,0.2776923076923077,primary_protocol
strict_svm_trainrank_16_sub-01,svm,16.0,validation,0.36,0.36,0.3402274918064392,primary_protocol
strict_mdm_distributed_8_sub-09,mdm,8.0,validation,0.24,0.24,0.21152882205513784,primary_protocol
control_late_matched_sub-06,late_matched,64.0,validation,0.22,0.22000000000000003,0.20986215538847114,control_or_exploratory
bandpower_distributed_32_sub-11,bandpower,32.0,validation,0.32,0.32,0.3101104209799862,control_or_exploratory
chisco_sub01_five_cbramod_blocksplit,,,validation,0.2978723404255319,0.3316107297228578,0.2659943732486516,control_or_exploratory
loso_svm_32_sub-03,loso_svm,32.0,inner_validation_other_subjects,0.2914285714285714,0.2914285714285714,0.2887789790347333,control_or_exploratory
strict_svm_trainrank_32_sub-10,svm,32.0,validation,0.3,0.3,0.27007315389924086,primary_protocol
strict_cbramod_distributed_64_sub-11,cbramod,64.0,validation,0.3,0.3,0.28398250100955713,primary_protocol
mdm_distributed_8_sub-10,mdm,8.0,validation,0.28,0.28,0.24611528822055137,control_or_exploratory
strict_cbramod_distributed_32_sub-07,cbramod,32.0,validation,0.32,0.32,0.3248194655436546,primary_protocol
strict_csbrain_probe_distributed_64_sub-13,csbrain_probe,64.0,validation,0.12,0.12000000000000002,0.11641728361825279,primary_protocol
strict_svm_language_32_sub-12,svm,32.0,validation,0.52,0.52,0.5108042834358624,primary_protocol
strict_bandpower_distributed_64_sub-07,bandpower,64.0,validation,0.36,0.36,0.3472714763736436,primary_protocol
bandpower_distributed_64_sub-06,bandpower,64.0,validation,0.24,0.24000000000000005,0.234951445108936,control_or_exploratory
strict_cbramod_distributed_64_sub-15,cbramod,64.0,validation,0.36,0.36,0.35597402597402594,primary_protocol
bandpower_distributed_64_sub-15,bandpower,64.0,validation,0.4,0.4,0.3974327122153209,control_or_exploratory
strict_fbts_distributed_32_sub-06,fbts,32.0,validation,0.24,0.24,0.23979399479089883,primary_protocol
strict_eegnet_distributed_8_sub-07_seed-2026,eegnet,8.0,validation,0.22,0.22000000000000003,0.22450142450142446,primary_protocol
strict_reve_probe_distributed_64_sub-09,reve_probe,64.0,validation,0.22,0.22000000000000003,0.22012724117987278,primary_protocol
mdm_distributed_64_sub-08,mdm,64.0,validation,0.42,0.42000000000000004,0.40429710640236954,control_or_exploratory
strict_bandpower_trainrank_16_sub-08,bandpower,16.0,validation,0.36,0.36000000000000004,0.3579566563467492,primary_protocol
strict_fbcsp_distributed_16_sub-12,fbcsp,16.0,validation,0.36,0.36000000000000004,0.34635046113306983,primary_protocol
strict_svm_distributed_16_sub-05,svm,16.0,validation,0.44,0.44000000000000006,0.43266862809196904,primary_protocol
mdm_distributed_64_sub-12,mdm,64.0,validation,0.22,0.22000000000000003,0.20805026058399373,control_or_exploratory
bandpower_distributed_8_sub-06,bandpower,8.0,validation,0.18,0.18,0.16695652173913042,control_or_exploratory
strict_reve_partial_distributed_64_sub-13_seed-2026,reve_partial,64.0,validation,0.26,0.26,0.15479876160990713,primary_protocol
strict_fbcsp_distributed_16_sub-07,fbcsp,16.0,validation,0.36,0.36,0.36016725383438314,primary_protocol
strict_cbramod_full_distributed_64_sub-08_seed-2026,cbramod_full,64.0,validation,0.32,0.32,0.3029192546583851,primary_protocol
strict_mdm_distributed_64_sub-02,mdm,64.0,validation,0.08,0.08,0.06197334769147933,primary_protocol
strict_mdm_distributed_32_sub-05,mdm,32.0,validation,0.22,0.21999999999999997,0.20774558774558774,primary_protocol
ts_distributed_8_sub-08,ts,8.0,validation,0.34,0.34,0.30797897754419495,control_or_exploratory
strict_svm_distributed_32_sub-12,svm,32.0,validation,0.52,0.52,0.5258601048074732,primary_protocol
bandpower_distributed_16_sub-09,bandpower,16.0,validation,0.4,0.39999999999999997,0.40311890838206627,control_or_exploratory
strict_cbramod_partial_distributed_32_sub-06_seed-2026,cbramod_partial,32.0,validation,0.26,0.26,0.18742212604105188,primary_protocol
mdm_distributed_8_sub-15,mdm,8.0,validation,0.26,0.26,0.22771929824561404,control_or_exploratory
strict_cbramod_distributed_8_sub-04,cbramod,8.0,validation,0.3,0.30000000000000004,0.29914335167532097,primary_protocol
strict_eegnet_distributed_8_sub-15_seed-2026,eegnet,8.0,validation,0.34,0.33999999999999997,0.28773809523809524,primary_protocol
ts_distributed_32_sub-14,ts,32.0,validation,0.3,0.30000000000000004,0.310728572365401,control_or_exploratory
control_permuted_sub-02,permuted,64.0,validation,0.24,0.24,0.23409090909090907,control_or_exploratory
strict_ts_language_32_sub-04,ts,32.0,validation,0.42,0.42000000000000004,0.4219523166891587,primary_protocol
ts_distributed_64_sub-15,ts,64.0,validation,0.54,0.54,0.5390669769051786,control_or_exploratory
control_precue_sub-03,precue,64.0,validation,0.26,0.26000000000000006,0.25349807907352667,control_or_exploratory
strict_svm_language_8_sub-01,svm,8.0,validation,0.34,0.33999999999999997,0.33019457735247204,primary_protocol
strict_svm_distributed_16_sub-01,svm,16.0,validation,0.38,0.38000000000000006,0.3650349650349651,primary_protocol
strict_cbramod_partial_distributed_64_sub-12_seed-2026,cbramod_partial,64.0,validation,0.3,0.3,0.25757020757020754,primary_protocol
strict_bandpower_distributed_64_sub-06,bandpower,64.0,validation,0.26,0.26,0.2568308471714044,primary_protocol
strict_bandpower_trainrank_32_sub-06,bandpower,32.0,validation,0.28,0.28,0.25105436003802606,primary_protocol
bandpower_distributed_64_sub-12,bandpower,64.0,validation,0.34,0.34,0.33686159844054575,control_or_exploratory
strict_cbramod_distributed_64_sub-12,cbramod,64.0,validation,0.34,0.33999999999999997,0.34611456176673566,primary_protocol
strict_mdm_distributed_8_sub-13,mdm,8.0,validation,0.18,0.18,0.16142857142857142,primary_protocol
strict_csbrain_partial_distributed_64_sub-06_seed-2026,csbrain_partial,64.0,validation,0.22,0.22000000000000003,0.200482905982906,primary_protocol
strict_ts_distributed_64_sub-14,ts,64.0,validation,0.22,0.22000000000000003,0.20557345467831398,primary_protocol
strict_ts_distributed_8_sub-01,ts,8.0,validation,0.34,0.33999999999999997,0.32515789473684215,primary_protocol
strict_ts_language_32_sub-10,ts,32.0,validation,0.26,0.26,0.25331296154825567,primary_protocol
strict_bandpower_distributed_8_sub-05,bandpower,8.0,validation,0.36,0.36,0.35203159413685725,primary_protocol
strict_bandpower_language_32_sub-13,bandpower,32.0,validation,0.24,0.24000000000000005,0.20172893772893774,primary_protocol
strict_fbts_distributed_32_sub-01,fbts,32.0,validation,0.46,0.45999999999999996,0.4464851784633999,primary_protocol
strict_csbrain_probe_distributed_16_sub-08,csbrain_probe,16.0,validation,0.3,0.3,0.3096517974778844,primary_protocol
strict_ts_language_8_sub-08,ts,8.0,validation,0.36,0.36,0.342700228832952,primary_protocol
strict_fbts_distributed_64_sub-13,fbts,64.0,validation,0.22,0.22000000000000003,0.21325778213650065,primary_protocol
strict_svm_trainrank_8_sub-14,svm,8.0,validation,0.32,0.32,0.3152631578947368,primary_protocol
strict_csbrain_probe_distributed_64_sub-12,csbrain_probe,64.0,validation,0.2,0.2,0.19242015294646872,primary_protocol
strict_bandpower_distributed_64_sub-14,bandpower,64.0,validation,0.28,0.28,0.2828918449971082,primary_protocol
bandpower_distributed_32_sub-08,bandpower,32.0,validation,0.42,0.41999999999999993,0.42757008773969335,control_or_exploratory
strict_bandpower_trainrank_8_sub-14,bandpower,8.0,validation,0.28,0.27999999999999997,0.2706349206349207,primary_protocol
strict_mdm_distributed_8_sub-11,mdm,8.0,validation,0.14,0.13999999999999999,0.10915750915750917,primary_protocol
strict_bandpower_distributed_8_sub-13,bandpower,8.0,validation,0.22,0.22000000000000003,0.1878787878787879,primary_protocol
strict_eegnet_distributed_64_sub-05_seed-2027,eegnet,64.0,validation,0.34,0.33999999999999997,0.32416839199447894,primary_protocol
strict_bandpower_trainrank_32_sub-04,bandpower,32.0,validation,0.44,0.44000000000000006,0.4197869674185464,primary_protocol
loso_bandpower_64_sub-10,loso_bandpower,64.0,inner_validation_other_subjects,0.2571428571428571,0.2571428571428572,0.25695274603394697,control_or_exploratory
strict_svm_distributed_16_sub-10,svm,16.0,validation,0.3,0.3,0.2721245421245421,primary_protocol
bandpower_distributed_64_sub-03,bandpower,64.0,validation,0.42,0.42000000000000004,0.4151629072681704,control_or_exploratory
strict_mdm_distributed_64_sub-01,mdm,64.0,validation,0.38,0.38,0.37202339181286553,primary_protocol
strict_ts_language_32_sub-11,ts,32.0,validation,0.28,0.28,0.27464114832535885,primary_protocol
strict_reve_partial_distributed_64_sub-04_seed-2026,reve_partial,64.0,validation,0.28,0.28,0.19288537549407114,primary_protocol
strict_fbcsp_distributed_16_sub-11,fbcsp,16.0,validation,0.36,0.36,0.35411126906259327,primary_protocol
strict_cbramod_distributed_64_sub-05,cbramod,64.0,validation,0.28,0.27999999999999997,0.27844155844155843,primary_protocol
control_permuted_sub-03,permuted,64.0,validation,0.26,0.26,0.2556042780748663,control_or_exploratory
strict_ts_distributed_16_sub-10,ts,16.0,validation,0.28,0.27999999999999997,0.27371295371295373,primary_protocol
strict_ts_language_16_sub-05,ts,16.0,validation,0.34,0.33999999999999997,0.33828571428571425,primary_protocol
strict_svm_distributed_64_sub-15,svm,64.0,validation,0.44,0.43999999999999995,0.42789582652282876,primary_protocol
strict_ts_language_8_sub-04,ts,8.0,validation,0.32,0.32,0.28593521421107626,primary_protocol
strict_csbrain_partial_distributed_32_sub-15_seed-2026,csbrain_partial,32.0,validation,0.22,0.22000000000000003,0.17253254701235116,primary_protocol
ts_distributed_64_sub-08,ts,64.0,validation,0.44,0.44000000000000006,0.44313131313131315,control_or_exploratory
strict_svm_language_8_sub-12,svm,8.0,validation,0.38,0.38,0.30853801169590644,primary_protocol
strict_csbrain_partial_distributed_32_sub-04_seed-2026,csbrain_partial,32.0,validation,0.3,0.3,0.25865800865800864,primary_protocol
strict_reve_probe_distributed_64_sub-15,reve_probe,64.0,validation,0.28,0.28,0.2672715977979136,primary_protocol
strict_svm_distributed_64_sub-10,svm,64.0,validation,0.3,0.3,0.3006666666666667,primary_protocol
strict_svm_trainrank_32_sub-14,svm,32.0,validation,0.3,0.3,0.2632046783625731,primary_protocol
strict_svm_distributed_8_sub-04,svm,8.0,validation,0.48,0.48,0.4799498746867167,primary_protocol
strict_eegnet_distributed_64_sub-07_seed-2028,eegnet,64.0,validation,0.24,0.24,0.22346499952638058,primary_protocol
strict_cbramod_partial_distributed_64_sub-11_seed-2026,cbramod_partial,64.0,validation,0.24,0.24,0.1619047619047619,primary_protocol
strict_svm_distributed_8_sub-08,svm,8.0,validation,0.44,0.43999999999999995,0.4435353535353535,primary_protocol
strict_csbrain_probe_distributed_16_sub-05,csbrain_probe,16.0,validation,0.2,0.2,0.19923273657289003,primary_protocol
strict_eegnet_distributed_64_sub-07_seed-2026,eegnet,64.0,validation,0.26,0.26,0.24072311212814643,primary_protocol
bandpower_distributed_16_sub-12,bandpower,16.0,validation,0.32,0.31999999999999995,0.30256038647343,control_or_exploratory
strict_ts_language_8_sub-02,ts,8.0,validation,0.2,0.19999999999999998,0.21583988707400686,primary_protocol
strict_fbts_distributed_64_sub-03,fbts,64.0,validation,0.36,0.36,0.3497076023391813,primary_protocol
strict_bandpower_distributed_16_sub-04,bandpower,16.0,validation,0.5,0.5,0.4934882661198451,primary_protocol
strict_cbramod_partial_distributed_64_sub-10_seed-2026,cbramod_partial,64.0,validation,0.32,0.32,0.31172161172161167,primary_protocol
strict_mdm_distributed_32_sub-13,mdm,32.0,validation,0.24,0.24,0.20563279857397507,primary_protocol
loso_svm_32_sub-06,loso_svm,32.0,inner_validation_other_subjects,0.29428571428571426,0.2942857142857143,0.2928360436083243,control_or_exploratory
mdm_distributed_32_sub-11,mdm,32.0,validation,0.34,0.34,0.3317914351095129,control_or_exploratory
strict_mdm_distributed_8_sub-02,mdm,8.0,validation,0.22,0.22000000000000003,0.19052413273001506,primary_protocol
loso_bandpower_64_sub-06,loso_bandpower,64.0,inner_validation_other_subjects,0.26142857142857145,0.26142857142857145,0.2610668496320079,control_or_exploratory
strict_csbrain_probe_distributed_16_sub-13,csbrain_probe,16.0,validation,0.16,0.15999999999999998,0.1665641376167692,primary_protocol
strict_eegnet_distributed_16_sub-14_seed-2026,eegnet,16.0,validation,0.28,0.28,0.24918964076858813,primary_protocol
strict_eegnet_distributed_64_sub-09_seed-2026,eegnet,64.0,validation,0.26,0.26,0.24439775910364148,primary_protocol
mdm_distributed_8_sub-14,mdm,8.0,validation,0.2,0.2,0.15703703703703703,control_or_exploratory
strict_bandpower_distributed_32_sub-02,bandpower,32.0,validation,0.28,0.28,0.28033431996280295,primary_protocol
strict_fbcsp_distributed_8_sub-06,fbcsp,8.0,validation,0.28,0.28,0.2812664459723283,primary_protocol
strict_svm_language_8_sub-09,svm,8.0,validation,0.34,0.34,0.28021164021164024,primary_protocol
mdm_distributed_8_sub-11,mdm,8.0,validation,0.2,0.2,0.199023199023199,control_or_exploratory
strict_ts_language_16_sub-07,ts,16.0,validation,0.22,0.22000000000000003,0.22622247317899488,primary_protocol
control_permuted_sub-13,permuted,64.0,validation,0.22,0.22000000000000003,0.20188439011968423,control_or_exploratory
strict_eegnet_distributed_64_sub-14_seed-2028,eegnet,64.0,validation,0.28,0.28,0.21236343366778146,primary_protocol
strict_fbcsp_distributed_16_sub-03,fbcsp,16.0,validation,0.28,0.27999999999999997,0.2710850597780198,primary_protocol
strict_fbcsp_distributed_16_sub-06,fbcsp,16.0,validation,0.26,0.25999999999999995,0.23696260854155593,primary_protocol
strict_fbcsp_distributed_8_sub-07,fbcsp,8.0,validation,0.34,0.34,0.3260979722032354,primary_protocol
strict_eegnet_distributed_16_sub-10_seed-2026,eegnet,16.0,validation,0.22,0.21999999999999997,0.15256354752922258,primary_protocol
mdm_distributed_16_sub-08,mdm,16.0,validation,0.32,0.31999999999999995,0.2916787439613526,control_or_exploratory
strict_mdm_distributed_8_sub-10,mdm,8.0,validation,0.22,0.22000000000000003,0.20086648983200708,primary_protocol
strict_mdm_distributed_16_sub-15,mdm,16.0,validation,0.28,0.27999999999999997,0.280515627303553,primary_protocol
strict_fbts_distributed_64_sub-04,fbts,64.0,validation,0.48,0.48,0.46821953278919215,primary_protocol
bandpower_distributed_8_sub-05,bandpower,8.0,validation,0.3,0.3,0.2960904936137134,control_or_exploratory
ts_distributed_32_sub-03,ts,32.0,validation,0.34,0.33999999999999997,0.33019457735247204,control_or_exploratory
strict_csbrain_probe_distributed_16_sub-12,csbrain_probe,16.0,validation,0.08,0.08,0.08031746031746032,primary_protocol
strict_mdm_distributed_32_sub-10,mdm,32.0,validation,0.3,0.3,0.2854829381145171,primary_protocol
strict_svm_distributed_8_sub-03,svm,8.0,validation,0.28,0.27999999999999997,0.27841102756892233,primary_protocol
mdm_distributed_16_sub-01,mdm,16.0,validation,0.28,0.27999999999999997,0.2572331154684096,control_or_exploratory
strict_svm_language_8_sub-07,svm,8.0,validation,0.36,0.36,0.35930735930735924,primary_protocol
strict_eegnet_distributed_64_sub-10_seed-2028,eegnet,64.0,validation,0.24,0.24,0.22595652173913044,primary_protocol
strict_svm_language_16_sub-06,svm,16.0,validation,0.38,0.38,0.3464154704944179,primary_protocol
ts_distributed_64_sub-10,ts,64.0,validation,0.32,0.32,0.31200466200466204,control_or_exploratory
ts_distributed_64_sub-14,ts,64.0,validation,0.3,0.3,0.27588330017997537,control_or_exploratory
mdm_distributed_64_sub-01,mdm,64.0,validation,0.38,0.38,0.34907916342580586,control_or_exploratory
strict_ts_distributed_64_sub-01,ts,64.0,validation,0.36,0.36,0.342762360446571,primary_protocol
chisco_sub01_five_eog_blocksplit,,,validation,0.19148936170212766,0.25351004322400206,0.14883402848488353,control_or_exploratory
ts_distributed_16_sub-11,ts,16.0,validation,0.32,0.32,0.32497420020639833,control_or_exploratory
strict_mdm_distributed_64_sub-15,mdm,64.0,validation,0.24,0.24000000000000005,0.21203673777203189,primary_protocol
strict_bandpower_trainrank_16_sub-11,bandpower,16.0,validation,0.28,0.27999999999999997,0.25626869105129974,primary_protocol
strict_fbcsp_distributed_64_sub-09,fbcsp,64.0,validation,0.36,0.36,0.3710839160839161,primary_protocol
strict_csbrain_probe_distributed_8_sub-09,csbrain_probe,8.0,validation,0.3,0.3,0.2828571428571428,primary_protocol
strict_mdm_distributed_64_sub-13,mdm,64.0,validation,0.26,0.26,0.219140866873065,primary_protocol
ts_distributed_8_sub-11,ts,8.0,validation,0.32,0.32,0.3248321726582596,control_or_exploratory
strict_ts_distributed_16_sub-04,ts,16.0,validation,0.48,0.4800000000000001,0.48248803827751197,primary_protocol
strict_svm_distributed_64_sub-03,svm,64.0,validation,0.32,0.32,0.29397002997002997,primary_protocol
bandpower_distributed_8_sub-12,bandpower,8.0,validation,0.42,0.42000000000000004,0.4120676691729323,control_or_exploratory
loso_bandpower_64_sub-05,loso_bandpower,64.0,inner_validation_other_subjects,0.2571428571428571,0.2571428571428571,0.25681189145654904,control_or_exploratory
strict_bandpower_distributed_32_sub-09,bandpower,32.0,validation,0.42,0.42000000000000004,0.4084795321637428,primary_protocol
strict_eegnet_distributed_64_sub-01_seed-2027,eegnet,64.0,validation,0.36,0.36,0.3366161616161616,primary_protocol
strict_mdm_distributed_32_sub-04,mdm,32.0,validation,0.5,0.5,0.5039417989417989,primary_protocol
strict_csbrain_partial_distributed_32_sub-11_seed-2026,csbrain_partial,32.0,validation,0.26,0.25999999999999995,0.1748478701825558,primary_protocol
strict_csbrain_partial_distributed_64_sub-03_seed-2026,csbrain_partial,64.0,validation,0.28,0.28,0.2769047619047619,primary_protocol
ts_distributed_16_sub-04,ts,16.0,validation,0.38,0.38,0.3690497737556561,control_or_exploratory
strict_bandpower_distributed_16_sub-10,bandpower,16.0,validation,0.26,0.26,0.23491452991452993,primary_protocol
ts_distributed_64_sub-06,ts,64.0,validation,0.36,0.36,0.3544011544011544,control_or_exploratory
strict_csbrain_probe_distributed_64_sub-04,csbrain_probe,64.0,validation,0.28,0.27999999999999997,0.27230286053815467,primary_protocol
ts_distributed_32_sub-12,ts,32.0,validation,0.36,0.36,0.3593131313131313,control_or_exploratory
strict_svm_distributed_32_sub-10,svm,32.0,validation,0.32,0.32,0.30569324827219563,primary_protocol
strict_ts_distributed_64_sub-15,ts,64.0,validation,0.46,0.4600000000000001,0.4488034188034188,primary_protocol
ts_distributed_32_sub-10,ts,32.0,validation,0.28,0.27999999999999997,0.25986561264822133,control_or_exploratory
strict_svm_distributed_16_sub-12,svm,16.0,validation,0.48,0.48,0.4853922685501633,primary_protocol
strict_ts_distributed_8_sub-15,ts,8.0,validation,0.34,0.34,0.3277018633540373,primary_protocol
strict_cbramod_distributed_16_sub-01,cbramod,16.0,validation,0.32,0.32,0.3171717171717172,primary_protocol
strict_ts_language_32_sub-05,ts,32.0,validation,0.26,0.25999999999999995,0.26321485532011846,primary_protocol
strict_fbts_distributed_8_sub-01,fbts,8.0,validation,0.42,0.42000000000000004,0.40550003073329643,primary_protocol
mdm_distributed_16_sub-04,mdm,16.0,validation,0.32,0.32,0.3049443532202153,control_or_exploratory
strict_bandpower_trainrank_32_sub-02,bandpower,32.0,validation,0.28,0.27999999999999997,0.2844902110348334,primary_protocol
strict_bandpower_language_32_sub-04,bandpower,32.0,validation,0.44,0.44000000000000006,0.4300373482726424,primary_protocol
strict_csbrain_probe_distributed_64_sub-10,csbrain_probe,64.0,validation,0.14,0.14,0.14248120300751882,primary_protocol
strict_cbramod_distributed_64_sub-02,cbramod,64.0,validation,0.22,0.22000000000000003,0.206935817805383,primary_protocol
strict_mdm_distributed_16_sub-10,mdm,16.0,validation,0.26,0.26,0.23976625132811744,primary_protocol
strict_ts_language_16_sub-11,ts,16.0,validation,0.36,0.36000000000000004,0.35874231032125775,primary_protocol
strict_mdm_distributed_32_sub-09,mdm,32.0,validation,0.34,0.34,0.3273992673992674,primary_protocol
strict_mdm_distributed_8_sub-14,mdm,8.0,validation,0.22,0.22000000000000003,0.14285714285714285,primary_protocol
strict_fbcsp_distributed_64_sub-06,fbcsp,64.0,validation,0.24,0.24000000000000005,0.2434453781512605,primary_protocol
strict_fbcsp_distributed_8_sub-13,fbcsp,8.0,validation,0.3,0.3,0.268005772005772,primary_protocol
strict_bandpower_language_8_sub-04,bandpower,8.0,validation,0.42,0.42000000000000004,0.4254851963668763,primary_protocol
strict_cbramod_distributed_32_sub-10,cbramod,32.0,validation,0.3,0.3,0.2819142718456219,primary_protocol
strict_bandpower_distributed_16_sub-05,bandpower,16.0,validation,0.32,0.31999999999999995,0.30606060606060603,primary_protocol
strict_reve_probe_distributed_64_sub-06,reve_probe,64.0,validation,0.28,0.28,0.266642964878259,primary_protocol
ts_distributed_16_sub-02,ts,16.0,validation,0.2,0.2,0.20238095238095238,control_or_exploratory
reference3s_cbramod_full_pooled_64_seed-2026,cbramod,64.0,validation,0.356,0.356,0.3562137594996906,control_or_exploratory
strict_bandpower_language_8_sub-12,bandpower,8.0,validation,0.34,0.34,0.32219749559903016,primary_protocol
strict_reve_probe_distributed_32_sub-02,reve_probe,32.0,validation,0.24,0.24000000000000005,0.25206197311460465,primary_protocol
strict_ts_distributed_32_sub-08,ts,32.0,validation,0.44,0.44000000000000006,0.42782135076252725,primary_protocol
control_late_matched_sub-03,late_matched,64.0,validation,0.26,0.26,0.2515767851000049,control_or_exploratory
bandpower_distributed_32_sub-12,bandpower,32.0,validation,0.34,0.33999999999999997,0.32746980215010907,control_or_exploratory
strict_svm_distributed_32_sub-13,svm,32.0,validation,0.38,0.38,0.3764583651642475,primary_protocol
strict_reve_probe_distributed_32_sub-11,reve_probe,32.0,validation,0.3,0.3,0.3004424103737605,primary_protocol
strict_svm_language_16_sub-02,svm,16.0,validation,0.26,0.26,0.25774525828638095,primary_protocol
strict_ts_language_8_sub-07,ts,8.0,validation,0.32,0.32,0.28664668664668663,primary_protocol
strict_ts_distributed_16_sub-11,ts,16.0,validation,0.3,0.3,0.2828981400989514,primary_protocol
strict_csbrain_probe_distributed_16_sub-09,csbrain_probe,16.0,validation,0.32,0.32,0.32030075187969925,primary_protocol
strict_cbramod_distributed_32_sub-02,cbramod,32.0,validation,0.28,0.28,0.2828571428571428,primary_protocol
control_late_matched_sub-05,late_matched,64.0,validation,0.3,0.3,0.2917478187447228,control_or_exploratory
strict_ts_language_16_sub-13,ts,16.0,validation,0.36,0.36,0.351640866873065,primary_protocol
strict_svm_distributed_16_sub-07,svm,16.0,validation,0.34,0.33999999999999997,0.32342857142857145,primary_protocol
strict_csbrain_probe_distributed_32_sub-07,csbrain_probe,32.0,validation,0.34,0.33999999999999997,0.33396305768684287,primary_protocol
ts_distributed_32_sub-15,ts,32.0,validation,0.46,0.4600000000000001,0.4555439983357603,control_or_exploratory
strict_svm_language_8_sub-02,svm,8.0,validation,0.3,0.30000000000000004,0.26808476566670225,primary_protocol
strict_mdm_distributed_16_sub-03,mdm,16.0,validation,0.28,0.28,0.27784313725490195,primary_protocol
strict_reve_partial_distributed_64_sub-01_seed-2026,reve_partial,64.0,validation,0.36,0.36,0.26849498327759197,primary_protocol
ts_distributed_32_sub-05,ts,32.0,validation,0.26,0.26,0.25757575757575757,control_or_exploratory
strict_fbts_distributed_16_sub-02,fbts,16.0,validation,0.2,0.20000000000000004,0.19467787114845939,primary_protocol
chisco_sub01_eegnet_blocksplit,,,validation,0.019470404984423675,0.028381317599731146,0.018294140180589995,control_or_exploratory
bandpower_distributed_8_sub-01,bandpower,8.0,validation,0.32,0.32,0.308047619047619,control_or_exploratory
loso_svm_32_sub-07,loso_svm,32.0,inner_validation_other_subjects,0.30714285714285716,0.30714285714285716,0.30555580604181803,control_or_exploratory
strict_cbramod_partial_distributed_64_sub-14_seed-2026,cbramod_partial,64.0,validation,0.22,0.22000000000000003,0.20045248868778281,primary_protocol
strict_fbcsp_distributed_32_sub-14,fbcsp,32.0,validation,0.32,0.32,0.2855425276477908,primary_protocol
strict_mdm_distributed_16_sub-08,mdm,16.0,validation,0.34,0.33999999999999997,0.28195970695970696,primary_protocol
strict_svm_trainrank_8_sub-03,svm,8.0,validation,0.34,0.33999999999999997,0.3343271221532091,primary_protocol
bandpower_distributed_32_sub-04,bandpower,32.0,validation,0.44,0.44000000000000006,0.4247077091706248,control_or_exploratory
strict_fbts_distributed_64_sub-06,fbts,64.0,validation,0.28,0.27999999999999997,0.27872362064581746,primary_protocol
strict_mdm_distributed_8_sub-05,mdm,8.0,validation,0.36,0.36000000000000004,0.3540096618357488,primary_protocol
strict_csbrain_probe_distributed_8_sub-07,csbrain_probe,8.0,validation,0.18,0.18,0.18194168285163034,primary_protocol
strict_cbramod_full_distributed_64_sub-04_seed-2026,cbramod_full,64.0,validation,0.26,0.26,0.2530416951469583,primary_protocol
strict_eegnet_distributed_64_sub-14_seed-2026,eegnet,64.0,validation,0.26,0.26,0.23314041179978257,primary_protocol
mdm_distributed_32_sub-14,mdm,32.0,validation,0.32,0.32,0.2839856050382366,control_or_exploratory
mdm_distributed_16_sub-02,mdm,16.0,validation,0.18,0.18,0.15703185703185701,control_or_exploratory
strict_bandpower_distributed_32_sub-13,bandpower,32.0,validation,0.28,0.27999999999999997,0.2683982683982684,primary_protocol
bandpower_distributed_64_sub-05,bandpower,64.0,validation,0.46,0.45999999999999996,0.45972176818858734,control_or_exploratory
strict_mdm_distributed_8_sub-15,mdm,8.0,validation,0.24,0.24,0.22545739348370927,primary_protocol
strict_svm_language_8_sub-08,svm,8.0,validation,0.38,0.38,0.37368347338935576,primary_protocol
mdm_distributed_64_sub-02,mdm,64.0,validation,0.18,0.18,0.1655773420479303,control_or_exploratory
bandpower_distributed_8_sub-09,bandpower,8.0,validation,0.3,0.30000000000000004,0.3012504911818413,control_or_exploratory
strict_bandpower_trainrank_16_sub-06,bandpower,16.0,validation,0.38,0.38,0.36888515406162464,primary_protocol
strict_csbrain_partial_distributed_64_sub-14_seed-2026,csbrain_partial,64.0,validation,0.34,0.34,0.3207843137254902,primary_protocol
mdm_distributed_32_sub-15,mdm,32.0,validation,0.34,0.34,0.31046055919408716,control_or_exploratory
loso_bandpower_64_sub-08,loso_bandpower,64.0,inner_validation_other_subjects,0.2557142857142857,0.25571428571428567,0.25522382419821293,control_or_exploratory
strict_svm_trainrank_8_sub-01,svm,8.0,validation,0.36,0.36,0.34754996465522775,primary_protocol
ts_distributed_8_sub-04,ts,8.0,validation,0.42,0.42000000000000004,0.39389168573607936,control_or_exploratory
strict_svm_language_32_sub-06,svm,32.0,validation,0.3,0.30000000000000004,0.2839007808721094,primary_protocol
bandpower_distributed_8_sub-11,bandpower,8.0,validation,0.24,0.24000000000000005,0.2140813464235624,control_or_exploratory
strict_csbrain_probe_distributed_64_sub-15,csbrain_probe,64.0,validation,0.12,0.12,0.11829131652661065,primary_protocol
strict_csbrain_probe_distributed_64_sub-08,csbrain_probe,64.0,validation,0.3,0.3,0.30010051867637005,primary_protocol
loso_bandpower_64_sub-13,loso_bandpower,64.0,inner_validation_other_subjects,0.2557142857142857,0.25571428571428567,0.2557187773291106,control_or_exploratory
strict_csbrain_partial_distributed_64_sub-10_seed-2026,csbrain_partial,64.0,validation,0.3,0.30000000000000004,0.25757575757575757,primary_protocol
strict_bandpower_trainrank_8_sub-01,bandpower,8.0,validation,0.38,0.38,0.35812767212148017,primary_protocol
strict_bandpower_trainrank_16_sub-09,bandpower,16.0,validation,0.34,0.33999999999999997,0.3407017543859649,primary_protocol
strict_mdm_distributed_32_sub-12,mdm,32.0,validation,0.36,0.36,0.35278663189413695,primary_protocol
strict_bandpower_distributed_8_sub-03,bandpower,8.0,validation,0.34,0.34,0.3432535885167464,primary_protocol
strict_fbts_distributed_64_sub-09,fbts,64.0,validation,0.32,0.32,0.32246702317290554,primary_protocol
strict_ts_distributed_8_sub-07,ts,8.0,validation,0.24,0.24000000000000005,0.2265766981556455,primary_protocol
strict_cbramod_distributed_8_sub-07,cbramod,8.0,validation,0.24,0.24,0.23388844502147207,primary_protocol
loso_svm_32_sub-12,loso_svm,32.0,inner_validation_other_subjects,0.27,0.26999999999999996,0.26918792949710546,control_or_exploratory
strict_bandpower_language_32_sub-05,bandpower,32.0,validation,0.34,0.34,0.3443274853801169,primary_protocol
strict_fbcsp_distributed_16_sub-10,fbcsp,16.0,validation,0.38,0.38,0.3679271708683473,primary_protocol
strict_bandpower_language_8_sub-02,bandpower,8.0,validation,0.22,0.22000000000000003,0.2234176349965824,primary_protocol
strict_ts_language_32_sub-12,ts,32.0,validation,0.4,0.4,0.39424711511398813,primary_protocol
control_precue_sub-04,precue,64.0,validation,0.34,0.34,0.34634920634920635,control_or_exploratory
strict_svm_language_16_sub-13,svm,16.0,validation,0.32,0.32,0.3125691072063397,primary_protocol
strict_mdm_distributed_16_sub-14,mdm,16.0,validation,0.26,0.26,0.21926123984947515,primary_protocol
strict_conformer_distributed_64_sub-05_seed-2026,conformer,64.0,validation,0.42,0.42000000000000004,0.42115820241139934,primary_protocol
strict_ts_language_16_sub-04,ts,16.0,validation,0.3,0.3,0.291709197235513,primary_protocol
strict_fbts_distributed_64_sub-14,fbts,64.0,validation,0.18,0.18000000000000002,0.14510320597277118,primary_protocol
strict_fbcsp_distributed_8_sub-12,fbcsp,8.0,validation,0.3,0.3,0.29535049745576064,primary_protocol
strict_bandpower_language_32_sub-01,bandpower,32.0,validation,0.34,0.34,0.33379281537176275,primary_protocol
strict_fbcsp_distributed_16_sub-05,fbcsp,16.0,validation,0.32,0.31999999999999995,0.2989674185463659,primary_protocol
strict_reve_probe_distributed_64_sub-12,reve_probe,64.0,validation,0.26,0.26000000000000006,0.25831202046035806,primary_protocol
strict_bandpower_language_8_sub-15,bandpower,8.0,validation,0.46,0.45999999999999996,0.4461904761904762,primary_protocol
strict_fbts_distributed_8_sub-07,fbts,8.0,validation,0.24,0.24,0.23863516421061176,primary_protocol
strict_reve_partial_distributed_64_sub-02_seed-2026,reve_partial,64.0,validation,0.24,0.24,0.13171390013495277,primary_protocol
strict_mdm_distributed_16_sub-05,mdm,16.0,validation,0.28,0.27999999999999997,0.2367572792551093,primary_protocol
strict_fbcsp_distributed_16_sub-15,fbcsp,16.0,validation,0.38,0.38,0.34341880341880343,primary_protocol
strict_ts_distributed_32_sub-04,ts,32.0,validation,0.46,0.45999999999999996,0.45121371202943417,primary_protocol
strict_ts_distributed_8_sub-11,ts,8.0,validation,0.18,0.18,0.1800206398348813,primary_protocol
control_late_matched_sub-14,late_matched,64.0,validation,0.24,0.24000000000000005,0.22467226890756303,control_or_exploratory
strict_ts_language_16_sub-06,ts,16.0,validation,0.3,0.30000000000000004,0.28512820512820514,primary_protocol
strict_svm_distributed_32_sub-04,svm,32.0,validation,0.52,0.52,0.5071269841269841,primary_protocol
strict_svm_distributed_32_sub-15,svm,32.0,validation,0.46,0.45999999999999996,0.45288220551378444,primary_protocol
mdm_distributed_8_sub-09,mdm,8.0,validation,0.26,0.26,0.25682186234817816,control_or_exploratory
strict_bandpower_distributed_64_sub-02,bandpower,64.0,validation,0.26,0.26,0.25592769803296117,primary_protocol
strict_bandpower_language_32_sub-10,bandpower,32.0,validation,0.22,0.22000000000000003,0.202303578774167,primary_protocol
ts_distributed_32_sub-04,ts,32.0,validation,0.46,0.4600000000000001,0.4593808049535603,control_or_exploratory
control_precue_sub-02,precue,64.0,validation,0.22,0.22000000000000003,0.2048032485305335,control_or_exploratory
strict_bandpower_distributed_32_sub-12,bandpower,32.0,validation,0.36,0.36,0.35108225108225105,primary_protocol
strict_svm_distributed_64_sub-07,svm,64.0,validation,0.32,0.32,0.3163492063492063,primary_protocol
strict_bandpower_trainrank_32_sub-13,bandpower,32.0,validation,0.26,0.26,0.2463003663003663,primary_protocol
strict_conformer_distributed_64_sub-12_seed-2026,conformer,64.0,validation,0.42,0.41999999999999993,0.403921568627451,primary_protocol
strict_cbramod_distributed_16_sub-03,cbramod,16.0,validation,0.26,0.25999999999999995,0.24626262626262624,primary_protocol
mdm_distributed_64_sub-06,mdm,64.0,validation,0.28,0.28,0.2705820105820106,control_or_exploratory
strict_mdm_distributed_8_sub-06,mdm,8.0,validation,0.22,0.22000000000000003,0.18761353588939794,primary_protocol
strict_bandpower_trainrank_32_sub-10,bandpower,32.0,validation,0.34,0.33999999999999997,0.3255486542443064,primary_protocol
strict_fbcsp_distributed_32_sub-13,fbcsp,32.0,validation,0.32,0.32,0.3248325358851675,primary_protocol
mdm_distributed_8_sub-08,mdm,8.0,validation,0.24,0.24000000000000005,0.1911005661005661,control_or_exploratory
strict_reve_probe_distributed_32_sub-07,reve_probe,32.0,validation,0.34,0.34,0.34916940689319204,primary_protocol
ts_distributed_8_sub-03,ts,8.0,validation,0.2,0.2,0.18683261183261185,control_or_exploratory
strict_svm_distributed_64_sub-08,svm,64.0,validation,0.38,0.38,0.3612987012987013,primary_protocol
strict_svm_distributed_8_sub-09,svm,8.0,validation,0.4,0.4,0.3940191248913358,primary_protocol
strict_cbramod_partial_distributed_64_sub-02_seed-2026,cbramod_partial,64.0,validation,0.32,0.32,0.3265119320039228,primary_protocol
strict_reve_probe_distributed_64_sub-14,reve_probe,64.0,validation,0.3,0.3,0.29659147869674185,primary_protocol
strict_fbts_distributed_32_sub-05,fbts,32.0,validation,0.42,0.42000000000000004,0.41679197994987466,primary_protocol
strict_cbramod_distributed_64_sub-07,cbramod,64.0,validation,0.3,0.3,0.31215840111788423,primary_protocol
strict_fbcsp_distributed_32_sub-05,fbcsp,32.0,validation,0.36,0.36,0.3616240409207161,primary_protocol
strict_svm_trainrank_16_sub-09,svm,16.0,validation,0.32,0.32,0.30498621134776743,primary_protocol
mdm_distributed_32_sub-10,mdm,32.0,validation,0.28,0.28,0.26333030852994554,control_or_exploratory
strict_fbts_distributed_8_sub-12,fbts,8.0,validation,0.4,0.4,0.3881573498964803,primary_protocol
strict_csbrain_probe_distributed_64_sub-07,csbrain_probe,64.0,validation,0.28,0.27999999999999997,0.2701424179685049,primary_protocol
strict_eegnet_distributed_64_sub-12_seed-2026,eegnet,64.0,validation,0.22,0.22000000000000003,0.22286239896416235,primary_protocol
strict_eegnet_distributed_16_sub-04_seed-2026,eegnet,16.0,validation,0.24,0.24,0.19435647943387882,primary_protocol
strict_cbramod_distributed_32_sub-04,cbramod,32.0,validation,0.34,0.34,0.3253501400560225,primary_protocol
strict_bandpower_distributed_16_sub-11,bandpower,16.0,validation,0.34,0.34,0.3349592415381889,primary_protocol
strict_mdm_distributed_64_sub-11,mdm,64.0,validation,0.24,0.24000000000000005,0.22532467532467532,primary_protocol
strict_bandpower_trainrank_16_sub-13,bandpower,16.0,validation,0.34,0.34,0.3174051438757321,primary_protocol
strict_cbramod_distributed_32_sub-05,cbramod,32.0,validation,0.36,0.36000000000000004,0.35648033126293993,primary_protocol
strict_eegnet_distributed_64_sub-11_seed-2026,eegnet,64.0,validation,0.2,0.2,0.19716374269005849,primary_protocol
strict_cbramod_partial_distributed_32_sub-01_seed-2026,cbramod_partial,32.0,validation,0.36,0.36,0.3070492974517743,primary_protocol
loso_bandpower_64_sub-11,loso_bandpower,64.0,inner_validation_other_subjects,0.25142857142857145,0.25142857142857145,0.25080123993648445,control_or_exploratory
strict_ts_distributed_8_sub-02,ts,8.0,validation,0.16,0.16,0.13571546732837053,primary_protocol
strict_fbcsp_distributed_8_sub-08,fbcsp,8.0,validation,0.44,0.44000000000000006,0.4101391675670113,primary_protocol
strict_ts_language_32_sub-08,ts,32.0,validation,0.52,0.52,0.5369647895963685,primary_protocol
strict_svm_distributed_16_sub-09,svm,16.0,validation,0.46,0.45999999999999996,0.4500797448165869,primary_protocol
strict_reve_partial_distributed_64_sub-09_seed-2026,reve_partial,64.0,validation,0.32,0.32,0.24923076923076923,primary_protocol
strict_svm_distributed_64_sub-05,svm,64.0,validation,0.42,0.42000000000000004,0.42994417862838913,primary_protocol
strict_eegnet_distributed_32_sub-03_seed-2026,eegnet,32.0,validation,0.24,0.24,0.24241053064582477,primary_protocol
strict_ts_distributed_64_sub-05,ts,64.0,validation,0.22,0.22000000000000003,0.22451871366395532,primary_protocol
strict_svm_distributed_64_sub-13,svm,64.0,validation,0.36,0.36000000000000004,0.3596541693600518,primary_protocol
ts_distributed_64_sub-02,ts,64.0,validation,0.2,0.2,0.18646339987900787,control_or_exploratory
strict_eegnet_distributed_16_sub-12_seed-2026,eegnet,16.0,validation,0.24,0.24,0.20055487556099552,primary_protocol
strict_csbrain_probe_distributed_32_sub-05,csbrain_probe,32.0,validation,0.18,0.18,0.1802005012531328,primary_protocol
strict_bandpower_language_8_sub-08,bandpower,8.0,validation,0.32,0.32,0.29806663924310983,primary_protocol
ts_distributed_16_sub-10,ts,16.0,validation,0.32,0.31999999999999995,0.3247846889952153,control_or_exploratory
strict_bandpower_distributed_16_sub-03,bandpower,16.0,validation,0.34,0.33999999999999997,0.33030303030303027,primary_protocol
strict_svm_distributed_8_sub-01,svm,8.0,validation,0.32,0.32,0.28272727272727277,primary_protocol
strict_svm_trainrank_8_sub-11,svm,8.0,validation,0.36,0.36,0.3536796536796537,primary_protocol
strict_svm_distributed_32_sub-14,svm,32.0,validation,0.32,0.32,0.3221899668958493,primary_protocol
strict_reve_partial_distributed_64_sub-05_seed-2026,reve_partial,64.0,validation,0.3,0.3,0.19311875693673697,primary_protocol
control_permuted_sub-08,permuted,64.0,validation,0.18,0.18,0.1749920255183413,control_or_exploratory
strict_bandpower_language_8_sub-07,bandpower,8.0,validation,0.28,0.27999999999999997,0.2775824175824176,primary_protocol
strict_reve_partial_distributed_64_sub-15_seed-2026,reve_partial,64.0,validation,0.34,0.33999999999999997,0.3349019607843138,primary_protocol
strict_bandpower_language_8_sub-14,bandpower,8.0,validation,0.32,0.32,0.29235653235653236,primary_protocol
strict_eegnet_distributed_32_sub-06_seed-2026,eegnet,32.0,validation,0.24,0.24000000000000005,0.20476303881876637,primary_protocol
control_permuted_sub-12,permuted,64.0,validation,0.16,0.16,0.15342857142857141,control_or_exploratory
strict_bandpower_language_16_sub-08,bandpower,16.0,validation,0.34,0.34,0.3345082162419624,primary_protocol
strict_bandpower_language_16_sub-01,bandpower,16.0,validation,0.28,0.28,0.27106060606060606,primary_protocol
strict_svm_trainrank_8_sub-13,svm,8.0,validation,0.3,0.3,0.29601503759398495,primary_protocol
strict_conformer_distributed_64_sub-10_seed-2026,conformer,64.0,validation,0.3,0.29999999999999993,0.28546003016591254,primary_protocol
strict_eegnet_distributed_64_sub-08_seed-2026,eegnet,64.0,validation,0.28,0.27999999999999997,0.23439393939393938,primary_protocol
strict_bandpower_distributed_32_sub-06,bandpower,32.0,validation,0.28,0.27999999999999997,0.26729249011857703,primary_protocol
loso_svm_32_sub-01,loso_svm,32.0,inner_validation_other_subjects,0.2985714285714286,0.2985714285714286,0.29768407521381485,control_or_exploratory
ts_distributed_64_sub-11,ts,64.0,validation,0.3,0.3,0.2883275822406257,control_or_exploratory
strict_csbrain_probe_distributed_64_sub-05,csbrain_probe,64.0,validation,0.22,0.22000000000000003,0.2223326432022084,primary_protocol
strict_ts_language_32_sub-06,ts,32.0,validation,0.38,0.38,0.36733766233766235,primary_protocol
strict_mdm_distributed_8_sub-04,mdm,8.0,validation,0.28,0.28,0.22208641032170445,primary_protocol
strict_mdm_distributed_64_sub-12,mdm,64.0,validation,0.32,0.32,0.321919593396239,primary_protocol
strict_cbramod_distributed_16_sub-04,cbramod,16.0,validation,0.24,0.24000000000000005,0.2311208541387569,primary_protocol
strict_eegnet_distributed_16_sub-15_seed-2026,eegnet,16.0,validation,0.22,0.22000000000000003,0.20372176842765075,primary_protocol
strict_bandpower_distributed_8_sub-11,bandpower,8.0,validation,0.22,0.22000000000000003,0.20749564611633575,primary_protocol
strict_bandpower_distributed_32_sub-10,bandpower,32.0,validation,0.22,0.22000000000000003,0.21425499577821555,primary_protocol
strict_bandpower_language_8_sub-10,bandpower,8.0,validation,0.38,0.38,0.35430884904569115,primary_protocol
mdm_distributed_32_sub-08,mdm,32.0,validation,0.44,0.43999999999999995,0.41246283128636063,control_or_exploratory
strict_eegnet_distributed_32_sub-11_seed-2026,eegnet,32.0,validation,0.26,0.26000000000000006,0.2508365708365708,primary_protocol
strict_bandpower_distributed_8_sub-01,bandpower,8.0,validation,0.32,0.32000000000000006,0.3195875451629927,primary_protocol
strict_cbramod_partial_distributed_32_sub-02_seed-2026,cbramod_partial,32.0,validation,0.3,0.3,0.26176642506429737,primary_protocol
strict_ts_distributed_64_sub-06,ts,64.0,validation,0.3,0.30000000000000004,0.2784829663090532,primary_protocol
strict_ts_language_16_sub-10,ts,16.0,validation,0.36,0.36,0.35449735449735453,primary_protocol
strict_ts_language_16_sub-02,ts,16.0,validation,0.24,0.24,0.23985714285714285,primary_protocol
strict_csbrain_probe_distributed_8_sub-06,csbrain_probe,8.0,validation,0.22,0.22000000000000003,0.22335839598997492,primary_protocol
strict_eegnet_distributed_64_sub-04_seed-2028,eegnet,64.0,validation,0.28,0.28,0.26189135941457925,primary_protocol
strict_bandpower_trainrank_32_sub-11,bandpower,32.0,validation,0.26,0.25999999999999995,0.24461821219715957,primary_protocol
strict_svm_distributed_64_sub-01,svm,64.0,validation,0.42,0.42000000000000004,0.4133998096846394,primary_protocol
strict_fbts_distributed_8_sub-10,fbts,8.0,validation,0.24,0.24,0.22109440267335004,primary_protocol
strict_eegnet_distributed_16_sub-01_seed-2026,eegnet,16.0,validation,0.28,0.28,0.25164835164835164,primary_protocol
mdm_distributed_16_sub-11,mdm,16.0,validation,0.28,0.28,0.2787643515904385,control_or_exploratory
strict_eegnet_distributed_8_sub-12_seed-2026,eegnet,8.0,validation,0.38,0.38,0.3950387462910149,primary_protocol
strict_cbramod_partial_distributed_32_sub-09_seed-2026,cbramod_partial,32.0,validation,0.28,0.28,0.27360446570972885,primary_protocol
strict_cbramod_distributed_32_sub-08,cbramod,32.0,validation,0.3,0.3,0.29627765064836004,primary_protocol
bandpower_distributed_32_sub-05,bandpower,32.0,validation,0.42,0.42000000000000004,0.41373433583959895,control_or_exploratory
control_precue_sub-14,precue,64.0,validation,0.24,0.24,0.238755980861244,control_or_exploratory
ts_distributed_16_sub-05,ts,16.0,validation,0.24,0.24000000000000005,0.2475677830940989,control_or_exploratory
mdm_distributed_32_sub-09,mdm,32.0,validation,0.3,0.3,0.2859159663865546,control_or_exploratory
loso_svm_32_sub-13,loso_svm,32.0,inner_validation_other_subjects,0.3,0.3,0.2994835947665503,control_or_exploratory
strict_bandpower_language_16_sub-12,bandpower,16.0,validation,0.34,0.33999999999999997,0.3104700854700855,primary_protocol
ts_distributed_8_sub-07,ts,8.0,validation,0.18,0.18,0.15600804424333836,control_or_exploratory
strict_bandpower_distributed_32_sub-08,bandpower,32.0,validation,0.42,0.42000000000000004,0.41168615984405454,primary_protocol
strict_csbrain_probe_distributed_32_sub-12,csbrain_probe,32.0,validation,0.26,0.26,0.2303118908382066,primary_protocol
strict_bandpower_language_32_sub-12,bandpower,32.0,validation,0.4,0.4,0.38877470355731225,primary_protocol
bandpower_distributed_16_sub-01,bandpower,16.0,validation,0.38,0.38,0.37209235209235203,control_or_exploratory
strict_eegnet_distributed_8_sub-08_seed-2026,eegnet,8.0,validation,0.2,0.2,0.1626450742240216,primary_protocol
strict_bandpower_trainrank_16_sub-12,bandpower,16.0,validation,0.34,0.33999999999999997,0.33337008529228207,primary_protocol
strict_ts_distributed_32_sub-02,ts,32.0,validation,0.16,0.15999999999999998,0.1607588489941431,primary_protocol
strict_cbramod_distributed_8_sub-11,cbramod,8.0,validation,0.24,0.24,0.24797112520897685,primary_protocol
strict_bandpower_distributed_64_sub-09,bandpower,64.0,validation,0.44,0.44000000000000006,0.43575757575757573,primary_protocol
strict_reve_probe_distributed_64_sub-02,reve_probe,64.0,validation,0.22,0.22000000000000003,0.21436618283677106,primary_protocol
strict_svm_language_32_sub-13,svm,32.0,validation,0.34,0.34,0.32749650349650344,primary_protocol
strict_svm_trainrank_32_sub-07,svm,32.0,validation,0.32,0.32,0.318037518037518,primary_protocol
strict_bandpower_distributed_64_sub-12,bandpower,64.0,validation,0.34,0.33999999999999997,0.3270186071238703,primary_protocol
bandpower_distributed_8_sub-14,bandpower,8.0,validation,0.32,0.32,0.24696914700544462,control_or_exploratory
strict_fbcsp_distributed_64_sub-03,fbcsp,64.0,validation,0.4,0.4,0.40123302909680614,primary_protocol
strict_bandpower_distributed_64_sub-05,bandpower,64.0,validation,0.38,0.38,0.38044353307511203,primary_protocol
mdm_distributed_32_sub-01,mdm,32.0,validation,0.38,0.38,0.3503654674210882,control_or_exploratory
strict_bandpower_language_16_sub-05,bandpower,16.0,validation,0.4,0.4,0.3875852675166176,primary_protocol
strict_conformer_distributed_64_sub-13_seed-2026,conformer,64.0,validation,0.3,0.30000000000000004,0.29688338493292055,primary_protocol
strict_bandpower_trainrank_16_sub-14,bandpower,16.0,validation,0.32,0.31999999999999995,0.306750208855472,primary_protocol
bandpower_distributed_16_sub-08,bandpower,16.0,validation,0.38,0.38,0.37673325114434275,control_or_exploratory
strict_svm_distributed_8_sub-11,svm,8.0,validation,0.36,0.36,0.3469246238124956,primary_protocol
control_late_matched_sub-04,late_matched,64.0,validation,0.36,0.36,0.34404810875399117,control_or_exploratory
strict_fbts_distributed_32_sub-12,fbts,32.0,validation,0.4,0.4,0.3964912280701754,primary_protocol
strict_svm_distributed_32_sub-06,svm,32.0,validation,0.32,0.32,0.297648192880391,primary_protocol
strict_fbcsp_distributed_32_sub-09,fbcsp,32.0,validation,0.36,0.36000000000000004,0.3622222222222223,primary_protocol
strict_cbramod_distributed_8_sub-12,cbramod,8.0,validation,0.3,0.3,0.2921459173781155,primary_protocol
strict_csbrain_probe_distributed_32_sub-10,csbrain_probe,32.0,validation,0.14,0.14,0.1402136752136752,primary_protocol
strict_csbrain_probe_distributed_8_sub-05,csbrain_probe,8.0,validation,0.14,0.14,0.13226475279106858,primary_protocol
chisco_sub01_five_x_blocksplit,,,validation,0.2127659574468085,0.22409610983981693,0.1767183817359243,control_or_exploratory
strict_ts_distributed_64_sub-09,ts,64.0,validation,0.34,0.33999999999999997,0.3223116442131722,primary_protocol
strict_reve_probe_distributed_32_sub-09,reve_probe,32.0,validation,0.2,0.2,0.1934946099651982,primary_protocol
strict_svm_distributed_8_sub-05,svm,8.0,validation,0.42,0.42000000000000004,0.3951370851370851,primary_protocol
strict_mdm_distributed_32_sub-02,mdm,32.0,validation,0.1,0.1,0.07482373678025853,primary_protocol
strict_mdm_distributed_16_sub-13,mdm,16.0,validation,0.16,0.16,0.13827767695099819,primary_protocol
bandpower_distributed_64_sub-11,bandpower,64.0,validation,0.28,0.27999999999999997,0.25828537475596297,control_or_exploratory
strict_reve_partial_distributed_64_sub-12_seed-2026,reve_partial,64.0,validation,0.34,0.34,0.24711779448621551,primary_protocol
strict_ts_language_8_sub-06,ts,8.0,validation,0.32,0.31999999999999995,0.31460165565428727,primary_protocol
strict_cbramod_partial_distributed_64_sub-05_seed-2026,cbramod_partial,64.0,validation,0.28,0.28,0.26043295266824684,primary_protocol
strict_eegnet_distributed_64_sub-02_seed-2028,eegnet,64.0,validation,0.24,0.24,0.2374110275689223,primary_protocol
strict_svm_trainrank_16_sub-08,svm,16.0,validation,0.36,0.36,0.34540126540126537,primary_protocol
control_permuted_sub-05,permuted,64.0,validation,0.18,0.18000000000000002,0.18674587076209798,control_or_exploratory
strict_ts_distributed_8_sub-10,ts,8.0,validation,0.24,0.24,0.22569930069930072,primary_protocol
strict_svm_distributed_64_sub-02,svm,64.0,validation,0.26,0.26,0.2533151059466848,primary_protocol
strict_fbts_distributed_32_sub-13,fbts,32.0,validation,0.22,0.22000000000000003,0.21435338345864663,primary_protocol
strict_svm_trainrank_16_sub-12,svm,16.0,validation,0.44,0.44000000000000006,0.445021645021645,primary_protocol
strict_cbramod_partial_distributed_64_sub-04_seed-2026,cbramod_partial,64.0,validation,0.18,0.18,0.1557105696236131,primary_protocol
strict_bandpower_language_32_sub-02,bandpower,32.0,validation,0.26,0.26,0.2530416951469583,primary_protocol
strict_conformer_distributed_64_sub-11_seed-2026,conformer,64.0,validation,0.26,0.25999999999999995,0.21692109692109693,primary_protocol
mdm_distributed_16_sub-07,mdm,16.0,validation,0.22,0.22000000000000003,0.1825396825396825,control_or_exploratory
strict_eegnet_distributed_32_sub-07_seed-2026,eegnet,32.0,validation,0.22,0.22000000000000003,0.126993006993007,primary_protocol
strict_ts_distributed_16_sub-01,ts,16.0,validation,0.3,0.3,0.2979181286549707,primary_protocol
strict_eegnet_distributed_32_sub-01_seed-2026,eegnet,32.0,validation,0.24,0.24,0.20352941176470588,primary_protocol
strict_eegnet_distributed_8_sub-02_seed-2026,eegnet,8.0,validation,0.22,0.22000000000000003,0.1685995085995086,primary_protocol
strict_fbcsp_distributed_64_sub-13,fbcsp,64.0,validation,0.22,0.22000000000000003,0.22691283544830454,primary_protocol
strict_ts_language_8_sub-05,ts,8.0,validation,0.42,0.42000000000000004,0.4197478991596639,primary_protocol
bandpower_distributed_16_sub-05,bandpower,16.0,validation,0.36,0.36000000000000004,0.3577506332676611,control_or_exploratory
strict_bandpower_trainrank_8_sub-05,bandpower,8.0,validation,0.32,0.32,0.2976223776223776,primary_protocol
strict_svm_distributed_16_sub-02,svm,16.0,validation,0.3,0.29999999999999993,0.27922813569872396,primary_protocol
strict_csbrain_probe_distributed_8_sub-11,csbrain_probe,8.0,validation,0.2,0.2,0.19150197628458496,primary_protocol
strict_fbts_distributed_8_sub-02,fbts,8.0,validation,0.24,0.24,0.24109839816933637,primary_protocol
strict_svm_trainrank_16_sub-05,svm,16.0,validation,0.4,0.4,0.389766081871345,primary_protocol
strict_fbcsp_distributed_8_sub-03,fbcsp,8.0,validation,0.32,0.32,0.32448704882410623,primary_protocol
strict_bandpower_language_16_sub-13,bandpower,16.0,validation,0.36,0.36000000000000004,0.3525016554764838,primary_protocol
strict_eegnet_distributed_64_sub-09_seed-2027,eegnet,64.0,validation,0.22,0.21999999999999997,0.21315789473684207,primary_protocol
strict_svm_distributed_8_sub-12,svm,8.0,validation,0.48,0.4800000000000001,0.4655882906522293,primary_protocol
strict_bandpower_trainrank_32_sub-15,bandpower,32.0,validation,0.3,0.3,0.27943515421776294,primary_protocol
strict_svm_language_8_sub-03,svm,8.0,validation,0.28,0.27999999999999997,0.27131161236424395,primary_protocol
strict_ts_language_16_sub-03,ts,16.0,validation,0.3,0.3,0.2843256743256743,primary_protocol
mdm_distributed_32_sub-04,mdm,32.0,validation,0.5,0.5,0.5052648332060097,control_or_exploratory
strict_fbcsp_distributed_32_sub-12,fbcsp,32.0,validation,0.28,0.28,0.27276214833759593,primary_protocol
loso_svm_32_sub-02,loso_svm,32.0,inner_validation_other_subjects,0.29714285714285715,0.2971428571428572,0.2961951929056369,control_or_exploratory
strict_bandpower_distributed_16_sub-08,bandpower,16.0,validation,0.38,0.38,0.38383422323925753,primary_protocol
strict_conformer_distributed_64_sub-02_seed-2026,conformer,64.0,validation,0.22,0.22000000000000003,0.12955710955710956,primary_protocol
ts_distributed_32_sub-13,ts,32.0,validation,0.3,0.3,0.2810940394464422,control_or_exploratory
chisco_sub01_cbramod_blocksplit,frozen_cbramod_region_probe,,validation,0.028037383177570093,0.03439075876202746,0.02281279154764858,control_or_exploratory
strict_svm_language_16_sub-03,svm,16.0,validation,0.3,0.30000000000000004,0.2992696575197584,primary_protocol
mdm_distributed_16_sub-10,mdm,16.0,validation,0.26,0.26,0.24816738816738818,control_or_exploratory
strict_ts_distributed_64_sub-12,ts,64.0,validation,0.4,0.4,0.4068332596196373,primary_protocol
strict_svm_language_32_sub-05,svm,32.0,validation,0.48,0.48,0.4709094046050568,primary_protocol
strict_bandpower_language_8_sub-11,bandpower,8.0,validation,0.28,0.27999999999999997,0.25902164502164504,primary_protocol
strict_eegnet_distributed_8_sub-13_seed-2026,eegnet,8.0,validation,0.26,0.26,0.23196000930016275,primary_protocol
strict_cbramod_distributed_8_sub-14,cbramod,8.0,validation,0.24,0.24000000000000005,0.21346093993152815,primary_protocol
strict_eegnet_distributed_64_sub-15_seed-2027,eegnet,64.0,validation,0.3,0.3,0.27735742518351214,primary_protocol
strict_bandpower_trainrank_16_sub-01,bandpower,16.0,validation,0.36,0.36,0.33579710050298284,primary_protocol
strict_fbts_distributed_64_sub-11,fbts,64.0,validation,0.44,0.44000000000000006,0.42210526315789476,primary_protocol
strict_eegnet_distributed_16_sub-08_seed-2026,eegnet,16.0,validation,0.28,0.27999999999999997,0.2810986138044962,primary_protocol
strict_ts_language_32_sub-01,ts,32.0,validation,0.34,0.34,0.3461052631578948,primary_protocol
strict_csbrain_probe_distributed_8_sub-02,csbrain_probe,8.0,validation,0.16,0.16,0.16130718954248366,primary_protocol
mdm_distributed_64_sub-15,mdm,64.0,validation,0.32,0.31999999999999995,0.29065444359562004,control_or_exploratory
mdm_distributed_64_sub-14,mdm,64.0,validation,0.3,0.29999999999999993,0.2805905695611578,control_or_exploratory
strict_fbcsp_distributed_16_sub-13,fbcsp,16.0,validation,0.38,0.38,0.35057087162350314,primary_protocol
strict_cbramod_distributed_8_sub-02,cbramod,8.0,validation,0.26,0.26,0.2521578947368421,primary_protocol
strict_svm_trainrank_32_sub-01,svm,32.0,validation,0.42,0.42000000000000004,0.4146876141761052,primary_protocol
strict_fbcsp_distributed_32_sub-03,fbcsp,32.0,validation,0.36,0.36,0.3570806100217864,primary_protocol
strict_ts_language_32_sub-14,ts,32.0,validation,0.32,0.32,0.33103030303030306,primary_protocol
strict_conformer_distributed_64_sub-09_seed-2026,conformer,64.0,validation,0.32,0.32,0.30907407407407406,primary_protocol
strict_csbrain_partial_distributed_64_sub-08_seed-2026,csbrain_partial,64.0,validation,0.38,0.38,0.3845826687931951,primary_protocol
strict_bandpower_distributed_16_sub-14,bandpower,16.0,validation,0.26,0.26,0.2615538847117794,primary_protocol
loso_svm_32_sub-15,loso_svm,32.0,inner_validation_other_subjects,0.2914285714285714,0.2914285714285714,0.2890682397546908,control_or_exploratory
strict_fbcsp_distributed_64_sub-15,fbcsp,64.0,validation,0.4,0.4,0.3612987012987013,primary_protocol
strict_bandpower_distributed_64_sub-04,bandpower,64.0,validation,0.46,0.4600000000000001,0.45182072829131653,primary_protocol
strict_fbts_distributed_32_sub-03,fbts,32.0,validation,0.32,0.32,0.30504479442425325,primary_protocol
strict_fbts_distributed_64_sub-10,fbts,64.0,validation,0.4,0.4,0.3947987616099071,primary_protocol
ts_distributed_8_sub-15,ts,8.0,validation,0.34,0.33999999999999997,0.3092504426519772,control_or_exploratory
strict_svm_distributed_16_sub-06,svm,16.0,validation,0.28,0.27999999999999997,0.2793446033384114,primary_protocol
mdm_distributed_64_sub-03,mdm,64.0,validation,0.28,0.28,0.25741430499325235,control_or_exploratory
ts_distributed_32_sub-08,ts,32.0,validation,0.4,0.4,0.39588100686498856,control_or_exploratory
strict_svm_language_8_sub-05,svm,8.0,validation,0.48,0.48,0.4761981887843957,primary_protocol
strict_svm_distributed_16_sub-08,svm,16.0,validation,0.4,0.4,0.3933747412008281,primary_protocol
strict_reve_partial_distributed_64_sub-11_seed-2026,reve_partial,64.0,validation,0.28,0.28,0.2610983397190294,primary_protocol
strict_conformer_distributed_64_sub-06_seed-2026,conformer,64.0,validation,0.28,0.28,0.2577272727272727,primary_protocol
strict_fbcsp_distributed_64_sub-04,fbcsp,64.0,validation,0.46,0.45999999999999996,0.46440750213128734,primary_protocol
mdm_distributed_64_sub-13,mdm,64.0,validation,0.18,0.18,0.1564234374101547,control_or_exploratory
strict_fbts_distributed_8_sub-03,fbts,8.0,validation,0.24,0.24,0.22153679653679653,primary_protocol
strict_csbrain_probe_distributed_8_sub-15,csbrain_probe,8.0,validation,0.16,0.15999999999999998,0.14724310776942356,primary_protocol
strict_ts_distributed_64_sub-02,ts,64.0,validation,0.2,0.2,0.2133942877046325,primary_protocol
strict_svm_distributed_64_sub-11,svm,64.0,validation,0.36,0.36,0.3167545015371102,primary_protocol
strict_eegnet_distributed_16_sub-13_seed-2026,eegnet,16.0,validation,0.22,0.22000000000000003,0.1788235294117647,primary_protocol
loso_svm_32_sub-14,loso_svm,32.0,inner_validation_other_subjects,0.2842857142857143,0.28428571428571425,0.28317728522563457,control_or_exploratory
strict_csbrain_probe_distributed_64_sub-01,csbrain_probe,64.0,validation,0.3,0.3,0.280089111668059,primary_protocol
control_permuted_sub-07,permuted,64.0,validation,0.22,0.22000000000000003,0.21480331262939956,control_or_exploratory
chisco_temporal_control,trial_index_only,,diagnostic_interleaved_blocks_1_to_36,0.2143559488692232,0.21424686431253406,0.21042947550874042,control_or_exploratory
strict_svm_distributed_64_sub-14,svm,64.0,validation,0.3,0.3,0.30069797352406047,primary_protocol
strict_conformer_distributed_64_sub-07_seed-2026,conformer,64.0,validation,0.28,0.27999999999999997,0.2729882677708765,primary_protocol
strict_ts_language_16_sub-08,ts,16.0,validation,0.4,0.4,0.4105359477124183,primary_protocol
strict_mdm_distributed_64_sub-07,mdm,64.0,validation,0.3,0.3,0.26992712550607284,primary_protocol
bandpower_distributed_64_sub-07,bandpower,64.0,validation,0.32,0.32,0.3223157405254592,control_or_exploratory
strict_mdm_distributed_16_sub-07,mdm,16.0,validation,0.16,0.16,0.11965811965811965,primary_protocol
strict_csbrain_probe_distributed_32_sub-04,csbrain_probe,32.0,validation,0.2,0.2,0.19256474519632413,primary_protocol
strict_eegnet_distributed_32_sub-02_seed-2026,eegnet,32.0,validation,0.4,0.4,0.4070995400812845,primary_protocol
strict_ts_distributed_64_sub-13,ts,64.0,validation,0.28,0.28,0.260153452685422,primary_protocol
strict_mdm_distributed_16_sub-11,mdm,16.0,validation,0.24,0.24,0.21511847982436216,primary_protocol
strict_ts_language_8_sub-03,ts,8.0,validation,0.28,0.27999999999999997,0.2706156416682732,primary_protocol
strict_csbrain_probe_distributed_32_sub-01,csbrain_probe,32.0,validation,0.22,0.21999999999999997,0.21943323782602286,primary_protocol
strict_svm_trainrank_32_sub-06,svm,32.0,validation,0.34,0.33999999999999997,0.31026395173453997,primary_protocol
strict_csbrain_partial_distributed_64_sub-02_seed-2026,csbrain_partial,64.0,validation,0.26,0.25999999999999995,0.20757508745124845,primary_protocol
strict_fbcsp_distributed_8_sub-15,fbcsp,8.0,validation,0.42,0.42000000000000004,0.41737668980635734,primary_protocol
strict_ts_distributed_16_sub-07,ts,16.0,validation,0.18,0.18,0.17504273504273504,primary_protocol
bandpower_distributed_16_sub-06,bandpower,16.0,validation,0.26,0.26,0.26122153209109733,control_or_exploratory
ts_distributed_32_sub-09,ts,32.0,validation,0.34,0.34,0.3215121136173768,control_or_exploratory
strict_fbcsp_distributed_64_sub-11,fbcsp,64.0,validation,0.42,0.42000000000000004,0.4157575757575758,primary_protocol
strict_bandpower_distributed_64_sub-13,bandpower,64.0,validation,0.32,0.32,0.30907407407407406,primary_protocol
strict_ts_distributed_16_sub-08,ts,16.0,validation,0.34,0.34,0.3245421245421245,primary_protocol
loso_bandpower_64_sub-01,loso_bandpower,64.0,inner_validation_other_subjects,0.26,0.26,0.25991262177889435,control_or_exploratory
mdm_distributed_8_sub-12,mdm,8.0,validation,0.18,0.18,0.17922077922077922,control_or_exploratory
strict_cbramod_partial_distributed_64_sub-07_seed-2026,cbramod_partial,64.0,validation,0.32,0.32,0.2949797570850202,primary_protocol
bandpower_distributed_64_sub-01,bandpower,64.0,validation,0.42,0.41999999999999993,0.4242424242424242,control_or_exploratory
strict_mdm_distributed_64_sub-03,mdm,64.0,validation,0.28,0.27999999999999997,0.2428359788359788,primary_protocol
loso_bandpower_64_sub-07,loso_bandpower,64.0,inner_validation_other_subjects,0.24714285714285714,0.24714285714285716,0.24729658524766007,control_or_exploratory
strict_bandpower_language_16_sub-07,bandpower,16.0,validation,0.26,0.26,0.2501940588147485,primary_protocol
strict_bandpower_language_16_sub-15,bandpower,16.0,validation,0.4,0.4,0.38958646616541354,primary_protocol
strict_ts_language_32_sub-07,ts,32.0,validation,0.34,0.34,0.34266045548654245,primary_protocol
strict_svm_trainrank_8_sub-06,svm,8.0,validation,0.38,0.38,0.35857142857142854,primary_protocol
strict_svm_language_16_sub-05,svm,16.0,validation,0.4,0.4,0.402540937323546,primary_protocol
loso_bandpower_64_sub-03,loso_bandpower,64.0,inner_validation_other_subjects,0.2671428571428571,0.26714285714285707,0.2671627721186445,control_or_exploratory
strict_mdm_distributed_8_sub-07,mdm,8.0,validation,0.24,0.24000000000000005,0.21076923076923074,primary_protocol
bandpower_distributed_16_sub-02,bandpower,16.0,validation,0.32,0.32,0.3213919413919414,control_or_exploratory
strict_eegnet_distributed_64_sub-06_seed-2028,eegnet,64.0,validation,0.26,0.26000000000000006,0.2580952380952381,primary_protocol
strict_conformer_distributed_64_sub-14_seed-2026,conformer,64.0,validation,0.26,0.26,0.2447802197802198,primary_protocol
mdm_distributed_32_sub-12,mdm,32.0,validation,0.26,0.26,0.25033816425120775,control_or_exploratory
strict_bandpower_language_32_sub-08,bandpower,32.0,validation,0.32,0.32,0.2891409665603214,primary_protocol
strict_ts_distributed_64_sub-11,ts,64.0,validation,0.34,0.34,0.3295788879312907,primary_protocol
strict_svm_trainrank_8_sub-09,svm,8.0,validation,0.3,0.3,0.2710326797385621,primary_protocol
strict_fbcsp_distributed_32_sub-02,fbcsp,32.0,validation,0.28,0.28,0.2746116628469569,primary_protocol
strict_mdm_distributed_32_sub-14,mdm,32.0,validation,0.32,0.32,0.2767432567432568,primary_protocol
strict_fbts_distributed_64_sub-02,fbts,64.0,validation,0.18,0.18,0.17267889420521,primary_protocol
control_precue_sub-06,precue,64.0,validation,0.16,0.16,0.15989278752436648,control_or_exploratory
strict_eegnet_distributed_64_sub-09_seed-2028,eegnet,64.0,validation,0.32,0.32,0.3254901960784314,primary_protocol
strict_ts_distributed_64_sub-10,ts,64.0,validation,0.28,0.28,0.26488949646844384,primary_protocol
control_permuted_sub-01,permuted,64.0,validation,0.18,0.18,0.18296546702725192,control_or_exploratory
strict_cbramod_partial_distributed_32_sub-08_seed-2026,cbramod_partial,32.0,validation,0.28,0.2800000000000001,0.25826839826839826,primary_protocol
strict_eegnet_distributed_8_sub-03_seed-2026,eegnet,8.0,validation,0.28,0.28,0.2694749694749695,primary_protocol
strict_eegnet_distributed_64_sub-02_seed-2027,eegnet,64.0,validation,0.3,0.3,0.29491536785654426,primary_protocol
strict_eegnet_distributed_8_sub-06_seed-2026,eegnet,8.0,validation,0.22,0.22000000000000003,0.20130718954248367,primary_protocol
strict_svm_trainrank_32_sub-11,svm,32.0,validation,0.34,0.34,0.326750208855472,primary_protocol
strict_eegnet_distributed_16_sub-02_seed-2026,eegnet,16.0,validation,0.34,0.33999999999999997,0.3177018633540373,primary_protocol
strict_ts_distributed_32_sub-14,ts,32.0,validation,0.24,0.24000000000000005,0.2299187527448397,primary_protocol
strict_reve_probe_distributed_64_sub-03,reve_probe,64.0,validation,0.22,0.22000000000000003,0.21555555555555556,primary_protocol
strict_fbcsp_distributed_64_sub-05,fbcsp,64.0,validation,0.34,0.33999999999999997,0.3342996528755043,primary_protocol
strict_bandpower_trainrank_16_sub-05,bandpower,16.0,validation,0.34,0.34,0.3278393175451999,primary_protocol
strict_eegnet_distributed_32_sub-14_seed-2026,eegnet,32.0,validation,0.32,0.32,0.28276868059476756,primary_protocol
strict_bandpower_distributed_64_sub-11,bandpower,64.0,validation,0.3,0.3,0.28444444444444444,primary_protocol
strict_fbts_distributed_8_sub-08,fbts,8.0,validation,0.54,0.5399999999999999,0.49508973583383753,primary_protocol
strict_bandpower_language_32_sub-03,bandpower,32.0,validation,0.38,0.38,0.3783959899749374,primary_protocol
strict_fbcsp_distributed_32_sub-10,fbcsp,32.0,validation,0.38,0.38,0.36814699792960665,primary_protocol
strict_eegnet_distributed_16_sub-11_seed-2026,eegnet,16.0,validation,0.22,0.22000000000000003,0.19330384785493143,primary_protocol
strict_cbramod_distributed_32_sub-06,cbramod,32.0,validation,0.22,0.22000000000000003,0.20082417582417583,primary_protocol
strict_bandpower_distributed_64_sub-01,bandpower,64.0,validation,0.34,0.34,0.3277339963098477,primary_protocol
mdm_distributed_16_sub-09,mdm,16.0,validation,0.3,0.3,0.28926626912107856,control_or_exploratory
strict_eegnet_distributed_8_sub-04_seed-2026,eegnet,8.0,validation,0.34,0.33999999999999997,0.3132219936925819,primary_protocol
strict_cbramod_partial_distributed_32_sub-04_seed-2026,cbramod_partial,32.0,validation,0.3,0.3,0.25062937062937063,primary_protocol
strict_fbcsp_distributed_8_sub-04,fbcsp,8.0,validation,0.42,0.42000000000000004,0.40779557589626236,primary_protocol
strict_cbramod_distributed_32_sub-13,cbramod,32.0,validation,0.18,0.18,0.1787301587301587,primary_protocol
strict_bandpower_distributed_16_sub-12,bandpower,16.0,validation,0.38,0.38,0.3737859140605136,primary_protocol
loso_bandpower_64_sub-15,loso_bandpower,64.0,inner_validation_other_subjects,0.26571428571428574,0.2657142857142857,0.2650648279452144,control_or_exploratory
strict_reve_partial_distributed_64_sub-14_seed-2026,reve_partial,64.0,validation,0.3,0.3,0.22982633053221288,primary_protocol
ts_distributed_16_sub-13,ts,16.0,validation,0.22,0.22000000000000003,0.21427901304062297,control_or_exploratory
strict_fbcsp_distributed_64_sub-07,fbcsp,64.0,validation,0.36,0.36,0.36345864661654137,primary_protocol
strict_eegnet_distributed_64_sub-11_seed-2027,eegnet,64.0,validation,0.18,0.18,0.18017316017316015,primary_protocol
mdm_distributed_8_sub-13,mdm,8.0,validation,0.16,0.16,0.14210526315789473,control_or_exploratory
strict_svm_language_8_sub-04,svm,8.0,validation,0.4,0.4,0.39476214833759593,primary_protocol
strict_svm_language_16_sub-01,svm,16.0,validation,0.26,0.25999999999999995,0.25170807453416144,primary_protocol
strict_eegnet_distributed_64_sub-04_seed-2027,eegnet,64.0,validation,0.16,0.16,0.15566502463054185,primary_protocol
strict_eegnet_distributed_64_sub-03_seed-2026,eegnet,64.0,validation,0.2,0.2,0.1821631878557875,primary_protocol
strict_fbts_distributed_64_sub-15,fbts,64.0,validation,0.36,0.36000000000000004,0.3607503607503607,primary_protocol
strict_svm_distributed_8_sub-14,svm,8.0,validation,0.26,0.26,0.238640522875817,primary_protocol
loso_bandpower_64_sub-09,loso_bandpower,64.0,inner_validation_other_subjects,0.25857142857142856,0.25857142857142856,0.2576806767983467,control_or_exploratory
strict_eegnet_distributed_8_sub-05_seed-2026,eegnet,8.0,validation,0.24,0.24000000000000005,0.2313131313131313,primary_protocol
strict_eegnet_distributed_64_sub-14_seed-2027,eegnet,64.0,validation,0.2,0.2,0.1357045143638851,primary_protocol
strict_fbts_distributed_64_sub-01,fbts,64.0,validation,0.42,0.42000000000000004,0.407165991902834,primary_protocol
ts_distributed_8_sub-01,ts,8.0,validation,0.38,0.38,0.36139860139860136,control_or_exploratory
bandpower_distributed_64_sub-09,bandpower,64.0,validation,0.42,0.42000000000000004,0.4026320346320347,control_or_exploratory
strict_cbramod_distributed_16_sub-12,cbramod,16.0,validation,0.38,0.38,0.3574173411129933,primary_protocol
strict_svm_distributed_16_sub-03,svm,16.0,validation,0.34,0.34,0.3284437543133195,primary_protocol
strict_mdm_distributed_8_sub-12,mdm,8.0,validation,0.2,0.2,0.18513813552176725,primary_protocol
strict_cbramod_distributed_16_sub-14,cbramod,16.0,validation,0.26,0.26,0.23411764705882354,primary_protocol
strict_ts_distributed_32_sub-10,ts,32.0,validation,0.28,0.28,0.2683650793650793,primary_protocol
strict_bandpower_language_8_sub-13,bandpower,8.0,validation,0.34,0.33999999999999997,0.3321862348178138,primary_protocol
strict_bandpower_distributed_8_sub-10,bandpower,8.0,validation,0.3,0.3,0.28102891260786,primary_protocol
ts_distributed_64_sub-13,ts,64.0,validation,0.32,0.31999999999999995,0.3036748047274363,control_or_exploratory
strict_fbts_distributed_16_sub-04,fbts,16.0,validation,0.5,0.5,0.49608187134502923,primary_protocol
strict_csbrain_probe_distributed_8_sub-13,csbrain_probe,8.0,validation,0.16,0.15999999999999998,0.1566240409207161,primary_protocol
strict_cbramod_distributed_8_sub-06,cbramod,8.0,validation,0.14,0.13999999999999999,0.12190476190476189,primary_protocol
strict_fbcsp_distributed_32_sub-08,fbcsp,32.0,validation,0.5,0.5,0.4873414304993252,primary_protocol
strict_reve_probe_distributed_64_sub-05,reve_probe,64.0,validation,0.24,0.24000000000000005,0.23592442645074224,primary_protocol
strict_bandpower_language_8_sub-05,bandpower,8.0,validation,0.42,0.42000000000000004,0.42780663780663775,primary_protocol
strict_bandpower_distributed_32_sub-07,bandpower,32.0,validation,0.28,0.28,0.28439548068031045,primary_protocol
strict_cbramod_full_distributed_64_sub-02_seed-2026,cbramod_full,64.0,validation,0.24,0.24,0.24677812177502578,primary_protocol
bandpower_distributed_16_sub-03,bandpower,16.0,validation,0.34,0.33999999999999997,0.34840336134453775,control_or_exploratory
mdm_distributed_16_sub-13,mdm,16.0,validation,0.16,0.16,0.1448621553884712,control_or_exploratory
ts_distributed_32_sub-01,ts,32.0,validation,0.42,0.42000000000000004,0.3870231492645286,control_or_exploratory
strict_bandpower_distributed_16_sub-07,bandpower,16.0,validation,0.36,0.36,0.3588519465757317,primary_protocol
mdm_distributed_32_sub-05,mdm,32.0,validation,0.24,0.24,0.22353968253968254,control_or_exploratory
strict_conformer_distributed_64_sub-01_seed-2026,conformer,64.0,validation,0.3,0.30000000000000004,0.2737781234695935,primary_protocol
strict_ts_distributed_32_sub-13,ts,32.0,validation,0.3,0.3,0.2889177489177489,primary_protocol
strict_csbrain_partial_distributed_64_sub-12_seed-2026,csbrain_partial,64.0,validation,0.26,0.26000000000000006,0.2462320574162679,primary_protocol
strict_csbrain_probe_distributed_32_sub-11,csbrain_probe,32.0,validation,0.24,0.24000000000000005,0.24219989231390499,primary_protocol
ts_distributed_64_sub-01,ts,64.0,validation,0.36,0.36,0.35076747870865516,control_or_exploratory
control_late_matched_sub-09,late_matched,64.0,validation,0.24,0.24,0.23919028340080972,control_or_exploratory
strict_eegnet_distributed_8_sub-10_seed-2026,eegnet,8.0,validation,0.24,0.24000000000000005,0.22000000000000003,primary_protocol
loso_svm_32_sub-08,loso_svm,32.0,inner_validation_other_subjects,0.2914285714285714,0.2914285714285714,0.2908408601316161,control_or_exploratory
strict_fbcsp_distributed_32_sub-06,fbcsp,32.0,validation,0.26,0.26,0.25149650349650354,primary_protocol
strict_fbts_distributed_32_sub-10,fbts,32.0,validation,0.38,0.38,0.3802466640910577,primary_protocol
ts_distributed_16_sub-12,ts,16.0,validation,0.26,0.26,0.24134896063688632,control_or_exploratory
control_late_matched_sub-07,late_matched,64.0,validation,0.14,0.13999999999999999,0.1408080808080808,control_or_exploratory
control_permuted_sub-06,permuted,64.0,validation,0.08,0.08,0.06666666666666667,control_or_exploratory
strict_bandpower_language_8_sub-01,bandpower,8.0,validation,0.22,0.22000000000000003,0.20683908045977012,primary_protocol
mdm_distributed_8_sub-04,mdm,8.0,validation,0.26,0.26,0.24910389737975946,control_or_exploratory
strict_eegnet_distributed_64_sub-12_seed-2028,eegnet,64.0,validation,0.3,0.3,0.3038136246634165,primary_protocol
strict_cbramod_distributed_16_sub-09,cbramod,16.0,validation,0.24,0.24,0.2400562011088327,primary_protocol
strict_ts_distributed_8_sub-04,ts,8.0,validation,0.34,0.33999999999999997,0.3374008142886861,primary_protocol
strict_csbrain_partial_distributed_64_sub-04_seed-2026,csbrain_partial,64.0,validation,0.24,0.24000000000000005,0.2201904761904762,primary_protocol
control_late_matched_sub-13,late_matched,64.0,validation,0.14,0.13999999999999999,0.1399577374809573,control_or_exploratory
bandpower_distributed_32_sub-01,bandpower,32.0,validation,0.36,0.36,0.3430676691729323,control_or_exploratory
reference3s_csbrain_full_pooled_64_seed-2026,csbrain,64.0,validation,0.5506666666666666,0.5506666666666666,0.5502365554001104,control_or_exploratory
strict_csbrain_probe_distributed_16_sub-14,csbrain_probe,16.0,validation,0.24,0.24,0.2354285714285714,primary_protocol
strict_cbramod_distributed_16_sub-11,cbramod,16.0,validation,0.2,0.2,0.18573181483667417,primary_protocol
strict_cbramod_partial_distributed_64_sub-08_seed-2026,cbramod_partial,64.0,validation,0.24,0.24,0.22062937062937063,primary_protocol
mdm_distributed_64_sub-04,mdm,64.0,validation,0.44,0.43999999999999995,0.4619047619047619,control_or_exploratory
strict_csbrain_probe_distributed_8_sub-08,csbrain_probe,8.0,validation,0.36,0.36,0.35480331262939957,primary_protocol
strict_svm_distributed_32_sub-07,svm,32.0,validation,0.28,0.28,0.24465534465534464,primary_protocol
strict_bandpower_trainrank_32_sub-09,bandpower,32.0,validation,0.44,0.43999999999999995,0.43943343206501095,primary_protocol
strict_svm_language_32_sub-02,svm,32.0,validation,0.24,0.24,0.23656413761676917,primary_protocol
strict_svm_trainrank_8_sub-07,svm,8.0,validation,0.34,0.33999999999999997,0.3434697855750487,primary_protocol
strict_svm_trainrank_16_sub-06,svm,16.0,validation,0.36,0.36,0.3436089400795283,primary_protocol
strict_mdm_distributed_16_sub-04,mdm,16.0,validation,0.36,0.36,0.3261711581184198,primary_protocol
strict_csbrain_partial_distributed_64_sub-11_seed-2026,csbrain_partial,64.0,validation,0.2,0.2,0.11000000000000001,primary_protocol
ts_distributed_16_sub-09,ts,16.0,validation,0.32,0.32,0.3201772547310305,control_or_exploratory
strict_bandpower_distributed_32_sub-01,bandpower,32.0,validation,0.34,0.33999999999999997,0.3275653968681294,primary_protocol
strict_svm_language_32_sub-09,svm,32.0,validation,0.38,0.38000000000000006,0.35801503759398495,primary_protocol
strict_svm_language_32_sub-08,svm,32.0,validation,0.4,0.39999999999999997,0.38868686868686864,primary_protocol
strict_svm_distributed_16_sub-15,svm,16.0,validation,0.44,0.44000000000000006,0.4273655103066868,primary_protocol
strict_fbts_distributed_16_sub-08,fbts,16.0,validation,0.42,0.41999999999999993,0.41649068322981364,primary_protocol
strict_svm_trainrank_8_sub-10,svm,8.0,validation,0.26,0.26,0.2546666666666667,primary_protocol
strict_bandpower_language_8_sub-03,bandpower,8.0,validation,0.3,0.3,0.2889905798980209,primary_protocol
strict_reve_partial_distributed_64_sub-06_seed-2026,reve_partial,64.0,validation,0.26,0.26,0.16943521594684383,primary_protocol
strict_cbramod_partial_distributed_32_sub-13_seed-2026,cbramod_partial,32.0,validation,0.22,0.22000000000000003,0.1651336898395722,primary_protocol
strict_cbramod_partial_distributed_64_sub-15_seed-2026,cbramod_partial,64.0,validation,0.32,0.32,0.3008625782819331,primary_protocol
strict_svm_distributed_32_sub-08,svm,32.0,validation,0.42,0.42000000000000004,0.4161483253588517,primary_protocol
strict_cbramod_distributed_32_sub-11,cbramod,32.0,validation,0.24,0.24,0.23715084813482984,primary_protocol
strict_svm_trainrank_16_sub-15,svm,16.0,validation,0.34,0.33999999999999997,0.33738588896483634,primary_protocol
strict_cbramod_distributed_64_sub-04,cbramod,64.0,validation,0.34,0.34,0.3403964456596035,primary_protocol
mdm_distributed_32_sub-13,mdm,32.0,validation,0.22,0.22000000000000003,0.2011996904024768,control_or_exploratory
strict_csbrain_partial_distributed_32_sub-13_seed-2026,csbrain_partial,32.0,validation,0.22,0.22000000000000003,0.1942057942057942,primary_protocol
strict_svm_language_32_sub-04,svm,32.0,validation,0.44,0.44000000000000006,0.4372755417956656,primary_protocol
strict_ts_language_16_sub-01,ts,16.0,validation,0.24,0.24,0.23813700918964073,primary_protocol
strict_bandpower_distributed_32_sub-04,bandpower,32.0,validation,0.46,0.45999999999999996,0.4437012987012987,primary_protocol
strict_cbramod_full_distributed_64_sub-03_seed-2026,cbramod_full,64.0,validation,0.26,0.26,0.23437165278597502,primary_protocol
mdm_distributed_64_sub-09,mdm,64.0,validation,0.4,0.4,0.39002035002034996,control_or_exploratory
strict_bandpower_trainrank_8_sub-07,bandpower,8.0,validation,0.32,0.31999999999999995,0.30535338345864665,primary_protocol
strict_mdm_distributed_16_sub-09,mdm,16.0,validation,0.32,0.32,0.28796384774645645,primary_protocol
strict_csbrain_probe_distributed_64_sub-02,csbrain_probe,64.0,validation,0.22,0.22000000000000003,0.21526695526695527,primary_protocol
strict_conformer_distributed_64_sub-15_seed-2026,conformer,64.0,validation,0.24,0.24,0.18203463203463205,primary_protocol
ts_distributed_8_sub-13,ts,8.0,validation,0.28,0.27999999999999997,0.2723057644110276,control_or_exploratory
strict_cbramod_distributed_8_sub-03,cbramod,8.0,validation,0.22,0.22000000000000003,0.2154182247061504,primary_protocol
strict_ts_distributed_16_sub-09,ts,16.0,validation,0.28,0.28,0.27966309053265576,primary_protocol
strict_eegnet_distributed_64_sub-10_seed-2027,eegnet,64.0,validation,0.22,0.22000000000000003,0.2087105165366035,primary_protocol
strict_svm_trainrank_16_sub-14,svm,16.0,validation,0.32,0.32,0.30675213675213675,primary_protocol
strict_bandpower_trainrank_32_sub-05,bandpower,32.0,validation,0.3,0.3,0.2887508626639061,primary_protocol
strict_cbramod_partial_distributed_32_sub-11_seed-2026,cbramod_partial,32.0,validation,0.28,0.27999999999999997,0.21250123432408413,primary_protocol
strict_svm_language_32_sub-15,svm,32.0,validation,0.44,0.44000000000000006,0.42838823012736055,primary_protocol
strict_csbrain_probe_distributed_64_sub-03,csbrain_probe,64.0,validation,0.24,0.24,0.23616161616161616,primary_protocol
strict_ts_distributed_32_sub-01,ts,32.0,validation,0.38,0.38000000000000006,0.3788888888888889,primary_protocol
strict_mdm_distributed_32_sub-06,mdm,32.0,validation,0.26,0.26,0.26057013574660637,primary_protocol
bandpower_distributed_32_sub-09,bandpower,32.0,validation,0.38,0.38,0.3672273779076848,control_or_exploratory
strict_svm_distributed_16_sub-14,svm,16.0,validation,0.28,0.28,0.27914335167532095,primary_protocol
strict_ts_distributed_16_sub-03,ts,16.0,validation,0.36,0.36,0.3559144237405107,primary_protocol
strict_reve_probe_distributed_64_sub-04,reve_probe,64.0,validation,0.28,0.28,0.2597121985565921,primary_protocol
strict_ts_language_8_sub-09,ts,8.0,validation,0.32,0.32,0.3264484741264927,primary_protocol
strict_bandpower_distributed_16_sub-09,bandpower,16.0,validation,0.44,0.44000000000000006,0.4328602837015813,primary_protocol
strict_svm_distributed_8_sub-02,svm,8.0,validation,0.32,0.32,0.3227067669172932,primary_protocol
strict_svm_trainrank_32_sub-15,svm,32.0,validation,0.4,0.4,0.3999182739457339,primary_protocol
strict_svm_language_16_sub-11,svm,16.0,validation,0.34,0.34,0.3204776269482152,primary_protocol
strict_csbrain_partial_distributed_32_sub-07_seed-2026,csbrain_partial,32.0,validation,0.3,0.30000000000000004,0.29859943977591036,primary_protocol
strict_svm_distributed_64_sub-04,svm,64.0,validation,0.48,0.48,0.47574545337703233,primary_protocol
strict_svm_distributed_32_sub-05,svm,32.0,validation,0.44,0.43999999999999995,0.4298929828341593,primary_protocol
strict_cbramod_distributed_32_sub-12,cbramod,32.0,validation,0.36,0.36,0.35350622934146964,primary_protocol
strict_reve_probe_distributed_32_sub-15,reve_probe,32.0,validation,0.36,0.36,0.35757575757575755,primary_protocol
strict_bandpower_language_8_sub-06,bandpower,8.0,validation,0.34,0.34,0.3101010101010101,primary_protocol
control_precue_sub-12,precue,64.0,validation,0.34,0.34,0.33086834733893555,control_or_exploratory
strict_fbcsp_distributed_8_sub-10,fbcsp,8.0,validation,0.3,0.3,0.27395411605937925,primary_protocol
strict_svm_distributed_16_sub-11,svm,16.0,validation,0.36,0.36000000000000004,0.34923726428370394,primary_protocol
strict_fbts_distributed_32_sub-08,fbts,32.0,validation,0.52,0.52,0.5238966982674077,primary_protocol
loso_bandpower_64_sub-04,loso_bandpower,64.0,inner_validation_other_subjects,0.24285714285714285,0.24285714285714283,0.2425093375170782,control_or_exploratory
ts_distributed_16_sub-15,ts,16.0,validation,0.34,0.34,0.3186919360832404,control_or_exploratory
control_permuted_sub-15,permuted,64.0,validation,0.16,0.16,0.16158730158730156,control_or_exploratory
strict_mdm_distributed_32_sub-15,mdm,32.0,validation,0.3,0.30000000000000004,0.2846481736507312,primary_protocol
strict_csbrain_probe_distributed_8_sub-01,csbrain_probe,8.0,validation,0.34,0.34,0.3358730158730159,primary_protocol
bandpower_distributed_32_sub-07,bandpower,32.0,validation,0.28,0.28,0.2668405797101449,control_or_exploratory
strict_svm_trainrank_16_sub-13,svm,16.0,validation,0.32,0.32,0.3121946169772257,primary_protocol
strict_csbrain_partial_distributed_32_sub-14_seed-2026,csbrain_partial,32.0,validation,0.3,0.3,0.3059523809523809,primary_protocol
control_permuted_sub-09,permuted,64.0,validation,0.24,0.24,0.2337807903597377,control_or_exploratory
bandpower_distributed_8_sub-02,bandpower,8.0,validation,0.22,0.22000000000000003,0.2249099099099099,control_or_exploratory
ts_distributed_8_sub-10,ts,8.0,validation,0.3,0.3,0.28904761904761905,control_or_exploratory
strict_cbramod_distributed_32_sub-01,cbramod,32.0,validation,0.32,0.32,0.30982633053221287,primary_protocol
mdm_distributed_64_sub-05,mdm,64.0,validation,0.26,0.26,0.24676757252608644,control_or_exploratory
ts_distributed_16_sub-07,ts,16.0,validation,0.32,0.32000000000000006,0.31994771241830067,control_or_exploratory
strict_ts_distributed_8_sub-03,ts,8.0,validation,0.3,0.3,0.28632160110420984,primary_protocol
strict_cbramod_distributed_8_sub-15,cbramod,8.0,validation,0.4,0.4,0.39796536796536797,primary_protocol
control_permuted_sub-10,permuted,64.0,validation,0.1,0.1,0.08666666666666667,control_or_exploratory
strict_cbramod_distributed_32_sub-14,cbramod,32.0,validation,0.36,0.36000000000000004,0.3506457165125896,primary_protocol
strict_cbramod_distributed_32_sub-03,cbramod,32.0,validation,0.24,0.24,0.23686716791979948,primary_protocol
strict_bandpower_trainrank_32_sub-08,bandpower,32.0,validation,0.36,0.36,0.3566188197767145,primary_protocol
strict_bandpower_distributed_16_sub-01,bandpower,16.0,validation,0.34,0.33999999999999997,0.3377452582863809,primary_protocol
mdm_distributed_64_sub-11,mdm,64.0,validation,0.3,0.3,0.2839406487232574,control_or_exploratory
strict_ts_distributed_32_sub-03,ts,32.0,validation,0.34,0.34,0.33355742296918767,primary_protocol
strict_bandpower_trainrank_32_sub-01,bandpower,32.0,validation,0.36,0.36,0.3554492291334396,primary_protocol
strict_cbramod_distributed_64_sub-03,cbramod,64.0,validation,0.16,0.16,0.13495652173913042,primary_protocol
strict_mdm_distributed_8_sub-03,mdm,8.0,validation,0.24,0.24,0.20895104895104896,primary_protocol
strict_ts_distributed_8_sub-12,ts,8.0,validation,0.36,0.36,0.370170097024317,primary_protocol
strict_csbrain_probe_distributed_16_sub-02,csbrain_probe,16.0,validation,0.2,0.2,0.18901799954431533,primary_protocol
strict_ts_language_32_sub-13,ts,32.0,validation,0.3,0.29999999999999993,0.27286751361161526,primary_protocol
mdm_distributed_16_sub-06,mdm,16.0,validation,0.24,0.24000000000000005,0.23757575757575755,control_or_exploratory
strict_bandpower_language_16_sub-14,bandpower,16.0,validation,0.28,0.27999999999999997,0.19940557275541795,primary_protocol
strict_reve_partial_distributed_64_sub-08_seed-2026,reve_partial,64.0,validation,0.26,0.26,0.16054421768707483,primary_protocol
strict_fbts_distributed_32_sub-04,fbts,32.0,validation,0.58,0.5800000000000001,0.576002886002886,primary_protocol
ts_distributed_64_sub-12,ts,64.0,validation,0.46,0.45999999999999996,0.4642959001782532,control_or_exploratory
strict_fbts_distributed_8_sub-04,fbts,8.0,validation,0.46,0.45999999999999996,0.4651665395372489,primary_protocol
strict_ts_distributed_16_sub-05,ts,16.0,validation,0.32,0.32,0.28157979489787266,primary_protocol
strict_svm_trainrank_32_sub-05,svm,32.0,validation,0.44,0.43999999999999995,0.43645933014354066,primary_protocol
strict_svm_trainrank_8_sub-15,svm,8.0,validation,0.38,0.38,0.37450980392156863,primary_protocol
strict_svm_language_8_sub-13,svm,8.0,validation,0.3,0.3,0.29077040427154843,primary_protocol
strict_fbcsp_distributed_64_sub-08,fbcsp,64.0,validation,0.4,0.4,0.3975074087606057,primary_protocol
strict_reve_probe_distributed_32_sub-04,reve_probe,32.0,validation,0.28,0.28,0.2814225105246777,primary_protocol
strict_bandpower_distributed_16_sub-15,bandpower,16.0,validation,0.34,0.34,0.3324471606824548,primary_protocol
strict_svm_trainrank_16_sub-04,svm,16.0,validation,0.54,0.54,0.5440303657694961,primary_protocol
loso_bandpower_64_sub-12,loso_bandpower,64.0,inner_validation_other_subjects,0.25,0.25,0.24958584159701633,control_or_exploratory
strict_svm_trainrank_32_sub-04,svm,32.0,validation,0.56,0.56,0.5543157894736842,primary_protocol
control_permuted_sub-04,permuted,64.0,validation,0.18,0.18,0.17552517657780814,control_or_exploratory
strict_bandpower_distributed_32_sub-11,bandpower,32.0,validation,0.32,0.32,0.32118758434547906,primary_protocol
strict_csbrain_partial_distributed_32_sub-06_seed-2026,csbrain_partial,32.0,validation,0.16,0.16,0.14041771094402672,primary_protocol
strict_ts_distributed_16_sub-12,ts,16.0,validation,0.44,0.44000000000000006,0.4251207729468599,primary_protocol
strict_bandpower_language_16_sub-11,bandpower,16.0,validation,0.3,0.3,0.2761980548187445,primary_protocol
strict_ts_language_16_sub-15,ts,16.0,validation,0.3,0.3,0.28469491293020704,primary_protocol
strict_ts_distributed_32_sub-06,ts,32.0,validation,0.28,0.27999999999999997,0.27872362064581746,primary_protocol
strict_ts_distributed_32_sub-12,ts,32.0,validation,0.32,0.31999999999999995,0.3048033126293996,primary_protocol
strict_fbts_distributed_64_sub-05,fbts,64.0,validation,0.36,0.36,0.36539028731248413,primary_protocol
strict_reve_partial_distributed_64_sub-03_seed-2026,reve_partial,64.0,validation,0.34,0.33999999999999997,0.23726568005637771,primary_protocol
strict_mdm_distributed_8_sub-01,mdm,8.0,validation,0.18,0.18,0.17999898296465802,primary_protocol
strict_svm_distributed_8_sub-13,svm,8.0,validation,0.3,0.30000000000000004,0.28766146134567194,primary_protocol
strict_eegnet_distributed_64_sub-13_seed-2027,eegnet,64.0,validation,0.22,0.22000000000000003,0.18071428571428572,primary_protocol
strict_cbramod_distributed_32_sub-15,cbramod,32.0,validation,0.36,0.36,0.35648033126294,primary_protocol
ts_distributed_64_sub-04,ts,64.0,validation,0.56,0.5599999999999999,0.5537309941520469,control_or_exploratory
strict_fbts_distributed_8_sub-14,fbts,8.0,validation,0.32,0.32,0.26429710640236953,primary_protocol
bandpower_distributed_32_sub-13,bandpower,32.0,validation,0.28,0.28,0.27473544973544967,control_or_exploratory
strict_svm_trainrank_8_sub-12,svm,8.0,validation,0.42,0.42000000000000004,0.411764705882353,primary_protocol
bandpower_distributed_16_sub-10,bandpower,16.0,validation,0.34,0.33999999999999997,0.33355860394223563,control_or_exploratory
strict_bandpower_language_16_sub-02,bandpower,16.0,validation,0.26,0.26,0.25075742671650597,primary_protocol
strict_eegnet_distributed_8_sub-09_seed-2026,eegnet,8.0,validation,0.22,0.22000000000000003,0.2087184265010352,primary_protocol
ts_distributed_16_sub-03,ts,16.0,validation,0.28,0.28,0.2814285714285715,control_or_exploratory
ts_distributed_16_sub-01,ts,16.0,validation,0.34,0.33999999999999997,0.32907902554961377,control_or_exploratory
strict_mdm_distributed_64_sub-09,mdm,64.0,validation,0.38,0.38,0.3760423786739576,primary_protocol
strict_mdm_distributed_16_sub-02,mdm,16.0,validation,0.12,0.12000000000000002,0.1048655462184874,primary_protocol
strict_fbcsp_distributed_16_sub-14,fbcsp,16.0,validation,0.46,0.45999999999999996,0.4666666666666666,primary_protocol
strict_ts_distributed_64_sub-07,ts,64.0,validation,0.4,0.4,0.41221529015646663,primary_protocol
strict_csbrain_probe_distributed_8_sub-04,csbrain_probe,8.0,validation,0.3,0.3,0.2836231884057971,primary_protocol
control_precue_sub-09,precue,64.0,validation,0.28,0.27999999999999997,0.27000381388253236,control_or_exploratory
bandpower_distributed_16_sub-15,bandpower,16.0,validation,0.38,0.38,0.37995724605631725,control_or_exploratory
strict_mdm_distributed_64_sub-05,mdm,64.0,validation,0.22,0.22000000000000003,0.21542823189882015,primary_protocol
strict_cbramod_partial_distributed_32_sub-12_seed-2026,cbramod_partial,32.0,validation,0.26,0.26,0.24681388786651945,primary_protocol
strict_csbrain_partial_distributed_32_sub-05_seed-2026,csbrain_partial,32.0,validation,0.26,0.26,0.24434017595307916,primary_protocol
strict_bandpower_trainrank_8_sub-08,bandpower,8.0,validation,0.36,0.36,0.3611336032388664,primary_protocol
strict_ts_distributed_16_sub-13,ts,16.0,validation,0.28,0.28,0.26212590299277605,primary_protocol
mdm_distributed_8_sub-05,mdm,8.0,validation,0.14,0.13999999999999999,0.143030303030303,control_or_exploratory
strict_fbts_distributed_8_sub-06,fbts,8.0,validation,0.24,0.24,0.2488049535603715,primary_protocol
strict_cbramod_partial_distributed_64_sub-06_seed-2026,cbramod_partial,64.0,validation,0.26,0.26,0.21243894993894993,primary_protocol
strict_cbramod_distributed_8_sub-05,cbramod,8.0,validation,0.34,0.33999999999999997,0.3260455486542443,primary_protocol
strict_fbcsp_distributed_16_sub-09,fbcsp,16.0,validation,0.36,0.36,0.3616289592760181,primary_protocol
ts_distributed_8_sub-06,ts,8.0,validation,0.26,0.26,0.2362663067926226,control_or_exploratory
strict_bandpower_trainrank_16_sub-03,bandpower,16.0,validation,0.24,0.24,0.24290262877219398,primary_protocol
ts_distributed_64_sub-03,ts,64.0,validation,0.42,0.42000000000000004,0.42210807768083314,control_or_exploratory
strict_eegnet_distributed_32_sub-12_seed-2026,eegnet,32.0,validation,0.34,0.33999999999999997,0.3483908442604095,primary_protocol
strict_svm_language_8_sub-15,svm,8.0,validation,0.46,0.45999999999999996,0.43633155080213903,primary_protocol
ts_distributed_8_sub-14,ts,8.0,validation,0.24,0.24,0.24175392367612045,control_or_exploratory
strict_fbcsp_distributed_16_sub-02,fbcsp,16.0,validation,0.18,0.18,0.16899999999999998,primary_protocol
loso_svm_32_sub-04,loso_svm,32.0,inner_validation_other_subjects,0.29,0.29,0.28827950698808374,control_or_exploratory
strict_eegnet_distributed_32_sub-08_seed-2026,eegnet,32.0,validation,0.3,0.3,0.2821846282372598,primary_protocol
strict_cbramod_distributed_16_sub-08,cbramod,16.0,validation,0.24,0.24000000000000005,0.232436294355799,primary_protocol
strict_cbramod_partial_distributed_64_sub-13_seed-2026,cbramod_partial,64.0,validation,0.26,0.26,0.2388795518207283,primary_protocol
strict_ts_distributed_16_sub-14,ts,16.0,validation,0.26,0.26,0.2616925231631114,primary_protocol
strict_fbts_distributed_16_sub-06,fbts,16.0,validation,0.32,0.32,0.3155174701459531,primary_protocol
strict_fbcsp_distributed_8_sub-02,fbcsp,8.0,validation,0.24,0.24,0.21821363754213116,primary_protocol
strict_fbts_distributed_8_sub-05,fbts,8.0,validation,0.32,0.32,0.31656803327391564,primary_protocol
strict_cbramod_distributed_16_sub-02,cbramod,16.0,validation,0.18,0.18000000000000002,0.1808080808080808,primary_protocol
strict_reve_probe_distributed_32_sub-12,reve_probe,32.0,validation,0.24,0.24000000000000005,0.22665603790923483,primary_protocol
strict_ts_language_16_sub-12,ts,16.0,validation,0.42,0.42000000000000004,0.41127881921999576,primary_protocol
strict_svm_language_16_sub-10,svm,16.0,validation,0.3,0.3,0.2978826728826729,primary_protocol
strict_csbrain_partial_distributed_64_sub-15_seed-2026,csbrain_partial,64.0,validation,0.2,0.2,0.1268445839874411,primary_protocol
bandpower_distributed_8_sub-08,bandpower,8.0,validation,0.4,0.4,0.3968721804511278,control_or_exploratory
strict_svm_distributed_32_sub-01,svm,32.0,validation,0.36,0.36,0.34510738968633714,primary_protocol
mdm_distributed_16_sub-15,mdm,16.0,validation,0.36,0.36000000000000004,0.3208058608058608,control_or_exploratory
strict_mdm_distributed_64_sub-08,mdm,64.0,validation,0.5,0.5,0.49004329004329,primary_protocol
bandpower_distributed_8_sub-10,bandpower,8.0,validation,0.36,0.36,0.3530520034100597,control_or_exploratory
strict_csbrain_probe_distributed_64_sub-11,csbrain_probe,64.0,validation,0.28,0.28,0.2795298251052727,primary_protocol
strict_cbramod_distributed_64_sub-01,cbramod,64.0,validation,0.34,0.33999999999999997,0.33162464985994394,primary_protocol
strict_bandpower_trainrank_8_sub-09,bandpower,8.0,validation,0.3,0.3,0.2904172195193867,primary_protocol
strict_conformer_distributed_64_sub-08_seed-2026,conformer,64.0,validation,0.24,0.24,0.18653846153846154,primary_protocol
bandpower_distributed_8_sub-15,bandpower,8.0,validation,0.4,0.4,0.39317171717171717,control_or_exploratory
strict_svm_language_32_sub-01,svm,32.0,validation,0.4,0.4,0.39048130129244685,primary_protocol
strict_ts_distributed_16_sub-02,ts,16.0,validation,0.26,0.26,0.24067632850241547,primary_protocol
strict_mdm_distributed_16_sub-12,mdm,16.0,validation,0.34,0.34,0.3334338863750628,primary_protocol
strict_ts_distributed_64_sub-04,ts,64.0,validation,0.38,0.38,0.36967914438502675,primary_protocol
strict_fbts_distributed_8_sub-15,fbts,8.0,validation,0.42,0.42000000000000004,0.41573631047315257,primary_protocol
strict_csbrain_probe_distributed_16_sub-11,csbrain_probe,16.0,validation,0.16,0.15999999999999998,0.15456625754108594,primary_protocol
chisco_sub01_eog_blocksplit,,,validation,0.028037383177570093,0.032996232797939964,0.018948238105134255,control_or_exploratory
strict_fbcsp_distributed_8_sub-11,fbcsp,8.0,validation,0.38,0.38,0.3737076648841355,primary_protocol
strict_csbrain_probe_distributed_8_sub-10,csbrain_probe,8.0,validation,0.16,0.16,0.15859213250517595,primary_protocol
strict_svm_distributed_16_sub-04,svm,16.0,validation,0.52,0.52,0.5237912964228754,primary_protocol
strict_mdm_distributed_16_sub-01,mdm,16.0,validation,0.26,0.26000000000000006,0.25142360452846385,primary_protocol
strict_eegnet_distributed_32_sub-15_seed-2026,eegnet,32.0,validation,0.3,0.3,0.2820952380952381,primary_protocol
bandpower_distributed_8_sub-03,bandpower,8.0,validation,0.34,0.34,0.33555064130915524,control_or_exploratory
strict_svm_trainrank_16_sub-11,svm,16.0,validation,0.32,0.31999999999999995,0.2738068948595264,primary_protocol
strict_mdm_distributed_64_sub-04,mdm,64.0,validation,0.48,0.48,0.4851250199076286,primary_protocol
strict_cbramod_partial_distributed_32_sub-14_seed-2026,cbramod_partial,32.0,validation,0.34,0.33999999999999997,0.318562091503268,primary_protocol
strict_csbrain_probe_distributed_8_sub-12,csbrain_probe,8.0,validation,0.2,0.2,0.1932531328320802,primary_protocol
strict_svm_trainrank_32_sub-09,svm,32.0,validation,0.4,0.4,0.39996229260935146,primary_protocol
strict_ts_distributed_32_sub-15,ts,32.0,validation,0.4,0.4,0.3857556935817805,primary_protocol
bandpower_distributed_64_sub-08,bandpower,64.0,validation,0.38,0.38,0.38907968984695324,control_or_exploratory
bandpower_distributed_64_sub-14,bandpower,64.0,validation,0.34,0.34,0.34279728228577333,control_or_exploratory
strict_bandpower_language_16_sub-04,bandpower,16.0,validation,0.38,0.38,0.3843432109685979,primary_protocol
ts_distributed_8_sub-12,ts,8.0,validation,0.26,0.26,0.263438596491228,control_or_exploratory
strict_bandpower_distributed_32_sub-15,bandpower,32.0,validation,0.38,0.38,0.37777652687869406,primary_protocol
strict_fbcsp_distributed_32_sub-01,fbcsp,32.0,validation,0.32,0.32,0.2610270774976657,primary_protocol
strict_cbramod_distributed_8_sub-09,cbramod,8.0,validation,0.26,0.26,0.2590243725255167,primary_protocol
strict_svm_distributed_8_sub-07,svm,8.0,validation,0.32,0.32,0.32789855072463764,primary_protocol
strict_cbramod_partial_distributed_32_sub-05_seed-2026,cbramod_partial,32.0,validation,0.34,0.33999999999999997,0.28214285714285714,primary_protocol
strict_csbrain_probe_distributed_32_sub-15,csbrain_probe,32.0,validation,0.18,0.18,0.17772727272727273,primary_protocol
strict_fbts_distributed_32_sub-15,fbts,32.0,validation,0.36,0.36000000000000004,0.35763636363636364,primary_protocol
mdm_distributed_8_sub-07,mdm,8.0,validation,0.2,0.2,0.1676190476190476,control_or_exploratory
strict_csbrain_partial_distributed_32_sub-02_seed-2026,csbrain_partial,32.0,validation,0.22,0.22000000000000003,0.11888111888111888,primary_protocol
strict_bandpower_trainrank_32_sub-14,bandpower,32.0,validation,0.28,0.27999999999999997,0.25255920550038197,primary_protocol
strict_mdm_distributed_32_sub-03,mdm,32.0,validation,0.28,0.28,0.2576552492341966,primary_protocol
ts_distributed_64_sub-07,ts,64.0,validation,0.36,0.36,0.3767304023058499,control_or_exploratory
strict_eegnet_distributed_8_sub-14_seed-2026,eegnet,8.0,validation,0.26,0.26000000000000006,0.2514290982850821,primary_protocol
strict_bandpower_distributed_8_sub-08,bandpower,8.0,validation,0.4,0.4,0.37504056584148115,primary_protocol
strict_csbrain_probe_distributed_16_sub-07,csbrain_probe,16.0,validation,0.3,0.3,0.3035930735930736,primary_protocol
strict_bandpower_trainrank_8_sub-12,bandpower,8.0,validation,0.4,0.4,0.377104817379417,primary_protocol
bandpower_distributed_32_sub-06,bandpower,32.0,validation,0.22,0.22000000000000003,0.21703590527119937,control_or_exploratory
strict_bandpower_distributed_8_sub-09,bandpower,8.0,validation,0.34,0.33999999999999997,0.32061341708400526,primary_protocol
mdm_distributed_64_sub-10,mdm,64.0,validation,0.36,0.36,0.36153846153846153,control_or_exploratory
strict_fbts_distributed_32_sub-11,fbts,32.0,validation,0.4,0.4,0.3954607484019249,primary_protocol
mdm_distributed_8_sub-01,mdm,8.0,validation,0.3,0.3,0.29829573934837095,control_or_exploratory
strict_csbrain_partial_distributed_64_sub-09_seed-2026,csbrain_partial,64.0,validation,0.38,0.38,0.3814285714285714,primary_protocol
strict_bandpower_distributed_8_sub-06,bandpower,8.0,validation,0.24,0.24,0.21671936758893282,primary_protocol
strict_svm_distributed_8_sub-15,svm,8.0,validation,0.44,0.43999999999999995,0.40483580746738645,primary_protocol
strict_fbcsp_distributed_16_sub-04,fbcsp,16.0,validation,0.42,0.42000000000000004,0.41415356573251316,primary_protocol
strict_csbrain_partial_distributed_64_sub-01_seed-2026,csbrain_partial,64.0,validation,0.3,0.3,0.2925814536340852,primary_protocol
strict_ts_language_32_sub-02,ts,32.0,validation,0.16,0.15999999999999998,0.17093381446928357,primary_protocol
ts_distributed_16_sub-14,ts,16.0,validation,0.3,0.3,0.30585984064244937,control_or_exploratory
strict_svm_language_32_sub-14,svm,32.0,validation,0.32,0.32,0.3115465431254905,primary_protocol
strict_csbrain_partial_distributed_64_sub-07_seed-2026,csbrain_partial,64.0,validation,0.32,0.32000000000000006,0.3254636591478697,primary_protocol
control_late_matched_sub-08,late_matched,64.0,validation,0.2,0.20000000000000004,0.20464620630861044,control_or_exploratory
strict_svm_language_16_sub-07,svm,16.0,validation,0.28,0.28,0.2787719298245614,primary_protocol
strict_fbts_distributed_16_sub-14,fbts,16.0,validation,0.26,0.26,0.25396825396825395,primary_protocol
strict_cbramod_distributed_64_sub-06,cbramod,64.0,validation,0.24,0.24000000000000005,0.22462107372593304,primary_protocol
strict_fbts_distributed_32_sub-02,fbts,32.0,validation,0.24,0.24000000000000005,0.23776190476190476,primary_protocol
strict_eegnet_distributed_64_sub-06_seed-2026,eegnet,64.0,validation,0.28,0.27999999999999997,0.24704067861962598,primary_protocol
strict_bandpower_language_32_sub-06,bandpower,32.0,validation,0.34,0.34,0.3198845598845598,primary_protocol
bandpower_distributed_64_sub-04,bandpower,64.0,validation,0.4,0.4,0.40515873015873016,control_or_exploratory
strict_reve_probe_distributed_32_sub-03,reve_probe,32.0,validation,0.2,0.19999999999999998,0.19353535353535353,primary_protocol
strict_eegnet_distributed_64_sub-03_seed-2028,eegnet,64.0,validation,0.32,0.32,0.30632478632478627,primary_protocol
strict_mdm_distributed_32_sub-01,mdm,32.0,validation,0.36,0.36,0.3613967611336032,primary_protocol
ts_distributed_32_sub-02,ts,32.0,validation,0.2,0.19999999999999998,0.2147135955831608,control_or_exploratory
control_precue_sub-11,precue,64.0,validation,0.28,0.27999999999999997,0.27870129870129867,control_or_exploratory
mdm_distributed_32_sub-06,mdm,32.0,validation,0.2,0.19999999999999998,0.20535746606334843,control_or_exploratory
strict_bandpower_trainrank_16_sub-07,bandpower,16.0,validation,0.28,0.28,0.2600414078674948,primary_protocol
strict_ts_language_32_sub-03,ts,32.0,validation,0.3,0.3,0.29575569358178055,primary_protocol
strict_mdm_distributed_16_sub-06,mdm,16.0,validation,0.2,0.19999999999999998,0.17550718227794548,primary_protocol
strict_cbramod_distributed_16_sub-07,cbramod,16.0,validation,0.24,0.24000000000000005,0.23770334928229664,primary_protocol