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更新 math Q1 Q2 实验与特征

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gloamxun
2026-09-25 08:58:10 +08:00
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math/Q1/results/model_comparison_v2/comparison_summary.csv
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method,sample_count,video_group_count,oof_accuracy,oof_macro_f1,oof_mae,oof_rmse,oof_pearson,fold_accuracy_mean,fold_accuracy_sd,fold_macro_f1_mean,fold_macro_f1_sd,fold_mae_mean,fold_mae_sd,fold_rmse_mean,fold_rmse_sd,fold_pearson_mean,fold_pearson_sd
B0,100,37,0.59,0.33730158730158727,0.5345432417094708,0.732489121111015,0.42550845314348806,0.5900000000000001,0.13874436925511605,0.30250959643116504,0.12328311315733322,0.5345432417094707,0.1509440598896269,0.7021717712774651,0.2331713859134915,0.5178601432579046,0.0693447889958761
B1,100,37,0.57,0.3083538083538084,0.5341934795305133,0.744394490195775,0.39809097710552227,0.5700000000000001,0.14404860290887933,0.2833554676255717,0.09714100671059138,0.5341934795305133,0.14505919692829797,0.7178215736202961,0.22038416878008044,0.5030623393785054,0.03792958723604798
B2,100,37,0.55,0.27687837276878374,0.5308383707888424,0.7342310729072455,0.4232211505391657,0.55,0.14577379737113252,0.2663593056831732,0.06662075171997459,0.5308383707888424,0.1428834164916222,0.7056454349573301,0.22682534180070457,0.5469301159603699,0.08634745177982689
B3,100,37,0.57,0.3083538083538084,0.5202135869115591,0.7371218880080749,0.4113934919986956,0.5700000000000001,0.14404860290887933,0.2833554676255717,0.09714100671059138,0.5202135869115592,0.1394995955025217,0.7111521056477064,0.21682758246306663,0.5156532365182802,0.06250980259239004
B4,100,37,0.6,0.38820126144069805,0.5392817909643054,0.7627905806623468,0.34134008295313295,0.6,0.14577379737113252,0.3454724288057621,0.11319687165584016,0.5392817909643054,0.154798960029947,0.7336276515808532,0.2335592504675275,0.42790041610293833,0.06964606173684448
1 method sample_count video_group_count oof_accuracy oof_macro_f1 oof_mae oof_rmse oof_pearson fold_accuracy_mean fold_accuracy_sd fold_macro_f1_mean fold_macro_f1_sd fold_mae_mean fold_mae_sd fold_rmse_mean fold_rmse_sd fold_pearson_mean fold_pearson_sd
2 B0 100 37 0.59 0.33730158730158727 0.5345432417094708 0.732489121111015 0.42550845314348806 0.5900000000000001 0.13874436925511605 0.30250959643116504 0.12328311315733322 0.5345432417094707 0.1509440598896269 0.7021717712774651 0.2331713859134915 0.5178601432579046 0.0693447889958761
3 B1 100 37 0.57 0.3083538083538084 0.5341934795305133 0.744394490195775 0.39809097710552227 0.5700000000000001 0.14404860290887933 0.2833554676255717 0.09714100671059138 0.5341934795305133 0.14505919692829797 0.7178215736202961 0.22038416878008044 0.5030623393785054 0.03792958723604798
4 B2 100 37 0.55 0.27687837276878374 0.5308383707888424 0.7342310729072455 0.4232211505391657 0.55 0.14577379737113252 0.2663593056831732 0.06662075171997459 0.5308383707888424 0.1428834164916222 0.7056454349573301 0.22682534180070457 0.5469301159603699 0.08634745177982689
5 B3 100 37 0.57 0.3083538083538084 0.5202135869115591 0.7371218880080749 0.4113934919986956 0.5700000000000001 0.14404860290887933 0.2833554676255717 0.09714100671059138 0.5202135869115592 0.1394995955025217 0.7111521056477064 0.21682758246306663 0.5156532365182802 0.06250980259239004
6 B4 100 37 0.6 0.38820126144069805 0.5392817909643054 0.7627905806623468 0.34134008295313295 0.6 0.14577379737113252 0.3454724288057621 0.11319687165584016 0.5392817909643054 0.154798960029947 0.7336276515808532 0.2335592504675275 0.42790041610293833 0.06964606173684448
math/Q1/results/model_comparison_v2/fold_metrics.csv
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method,fold,train_samples,valid_samples,train_video_groups,valid_video_groups,feature_dimension,accuracy,macro_f1,mae,rmse,pearson
B0,1,80,20,31,6,4385,0.75,0.29411764705882354,0.40008344650268557,0.5260719631531688,0.4282455508385404
B1,1,80,20,31,6,4385,0.75,0.29411764705882354,0.404778890311718,0.5102545703340213,0.5025732055401765
B2,1,80,20,31,6,4385,0.75,0.29411764705882354,0.40554874762892723,0.49635824914543497,0.5251573968087152
B3,1,80,20,31,6,4455,0.75,0.29411764705882354,0.40047709345817567,0.5227381465621478,0.4534944334978189
B4,1,80,20,31,6,8225,0.8,0.41414141414141414,0.38890780285000803,0.5048429758830633,0.4807784199544402
B0,2,80,20,30,7,4385,0.55,0.24444444444444444,0.7141662366688252,0.9440543822968819,0.5724797760279744
B1,2,80,20,30,7,4385,0.6,0.25806451612903225,0.6969431169331074,0.9408874723828916,0.5447256164038773
B2,2,80,20,30,7,4385,0.55,0.2528735632183908,0.6819145023822785,0.9246026596165687,0.5890930594687094
B3,2,80,20,30,7,4455,0.6,0.25806451612903225,0.6838106364011765,0.9468942310321677,0.5641169095393826
B4,2,80,20,30,7,8225,0.6,0.25,0.7017564930021762,0.9729294282855592,0.4758061583115507
B0,3,80,20,29,8,4385,0.7,0.5119047619047619,0.6603802375495433,0.9513343469769703,0.45764170673589194
B1,3,80,20,29,8,4385,0.65,0.44334975369458124,0.6796137057244778,0.9683893550579586,0.44885212546141806
B2,3,80,20,29,8,4385,0.6,0.35555555555555557,0.6889978893101215,0.976480331076424,0.439491261114543
B3,3,80,20,29,8,4455,0.65,0.44334975369458124,0.6552760511636734,0.9455118520762318,0.4613521776727222
B4,3,80,20,29,8,8225,0.55,0.42124542124542125,0.6998446479439735,0.9910488675160706,0.3308335519309645
B0,4,80,20,29,8,4385,0.4,0.19047619047619047,0.5209357619285584,0.6349209086686575,0.5599141805979567
B1,4,80,20,29,8,4385,0.4,0.19047619047619047,0.48845834359526635,0.6251263063549318,0.5318831725972442
B2,4,80,20,29,8,4385,0.35,0.1728395061728395,0.4634488061070442,0.5914937349952397,0.668684620535319
B3,4,80,20,29,8,4455,0.4,0.19047619047619047,0.46604466289281843,0.6048342377796782,0.5952425112526142
B4,4,80,20,29,8,8225,0.4,0.19753086419753085,0.5084194637835026,0.6563628690043487,0.37663363321003157
B0,5,80,20,29,8,4385,0.55,0.2716049382716049,0.37715052589774134,0.45447725529164684,0.5710195020891593
B1,5,80,20,29,8,4385,0.45,0.23076923076923075,0.40117334108799696,0.5444501639716764,0.4872775768898111
B2,5,80,20,29,8,4385,0.5,0.25641025641025644,0.4142819085158408,0.5392921999529835,0.5122242418745627
B3,5,80,20,29,8,4455,0.45,0.23076923076923075,0.39545949064195157,0.5357820607883065,0.504060150628863
B4,5,80,20,29,8,8225,0.65,0.4444444444444445,0.3974805472418666,0.5429541172152239,0.4754503171077047
1 method fold train_samples valid_samples train_video_groups valid_video_groups feature_dimension accuracy macro_f1 mae rmse pearson
2 B0 1 80 20 31 6 4385 0.75 0.29411764705882354 0.40008344650268557 0.5260719631531688 0.4282455508385404
3 B1 1 80 20 31 6 4385 0.75 0.29411764705882354 0.404778890311718 0.5102545703340213 0.5025732055401765
4 B2 1 80 20 31 6 4385 0.75 0.29411764705882354 0.40554874762892723 0.49635824914543497 0.5251573968087152
5 B3 1 80 20 31 6 4455 0.75 0.29411764705882354 0.40047709345817567 0.5227381465621478 0.4534944334978189
6 B4 1 80 20 31 6 8225 0.8 0.41414141414141414 0.38890780285000803 0.5048429758830633 0.4807784199544402
7 B0 2 80 20 30 7 4385 0.55 0.24444444444444444 0.7141662366688252 0.9440543822968819 0.5724797760279744
8 B1 2 80 20 30 7 4385 0.6 0.25806451612903225 0.6969431169331074 0.9408874723828916 0.5447256164038773
9 B2 2 80 20 30 7 4385 0.55 0.2528735632183908 0.6819145023822785 0.9246026596165687 0.5890930594687094
10 B3 2 80 20 30 7 4455 0.6 0.25806451612903225 0.6838106364011765 0.9468942310321677 0.5641169095393826
11 B4 2 80 20 30 7 8225 0.6 0.25 0.7017564930021762 0.9729294282855592 0.4758061583115507
12 B0 3 80 20 29 8 4385 0.7 0.5119047619047619 0.6603802375495433 0.9513343469769703 0.45764170673589194
13 B1 3 80 20 29 8 4385 0.65 0.44334975369458124 0.6796137057244778 0.9683893550579586 0.44885212546141806
14 B2 3 80 20 29 8 4385 0.6 0.35555555555555557 0.6889978893101215 0.976480331076424 0.439491261114543
15 B3 3 80 20 29 8 4455 0.65 0.44334975369458124 0.6552760511636734 0.9455118520762318 0.4613521776727222
16 B4 3 80 20 29 8 8225 0.55 0.42124542124542125 0.6998446479439735 0.9910488675160706 0.3308335519309645
17 B0 4 80 20 29 8 4385 0.4 0.19047619047619047 0.5209357619285584 0.6349209086686575 0.5599141805979567
18 B1 4 80 20 29 8 4385 0.4 0.19047619047619047 0.48845834359526635 0.6251263063549318 0.5318831725972442
19 B2 4 80 20 29 8 4385 0.35 0.1728395061728395 0.4634488061070442 0.5914937349952397 0.668684620535319
20 B3 4 80 20 29 8 4455 0.4 0.19047619047619047 0.46604466289281843 0.6048342377796782 0.5952425112526142
21 B4 4 80 20 29 8 8225 0.4 0.19753086419753085 0.5084194637835026 0.6563628690043487 0.37663363321003157
22 B0 5 80 20 29 8 4385 0.55 0.2716049382716049 0.37715052589774134 0.45447725529164684 0.5710195020891593
23 B1 5 80 20 29 8 4385 0.45 0.23076923076923075 0.40117334108799696 0.5444501639716764 0.4872775768898111
24 B2 5 80 20 29 8 4385 0.5 0.25641025641025644 0.4142819085158408 0.5392921999529835 0.5122242418745627
25 B3 5 80 20 29 8 4455 0.45 0.23076923076923075 0.39545949064195157 0.5357820607883065 0.504060150628863
26 B4 5 80 20 29 8 8225 0.65 0.4444444444444445 0.3974805472418666 0.5429541172152239 0.4754503171077047
math/Q1/results/model_comparison_v2/group_bootstrap_deltas.csv
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comparison,metric,reference,estimate_delta,ci95_low,ci95_high,bootstrap_repeats,unit
B0-B1,accuracy,B1,0.02000200020002002,-0.017260795278036582,0.07070524984187229,200,video_id
B0-B1,macro_f1,B1,0.029737476924759476,-0.005427518082577164,0.07671053931072282,200,video_id
B0-B1,mae,B1,0.002401698789500417,-0.033161023918065864,0.03060909363751606,200,video_id
B0-B1,rmse,B1,-0.009421387390530112,-0.044197409852397236,0.013943538796077433,200,video_id
B0-B1,pearson,B1,0.02009742073724413,-0.04163957039498634,0.11194030548717199,200,video_id
B2-B1,accuracy,B1,-0.01951265943270511,-0.06453366058906036,0.012626096491228108,200,video_id
B2-B1,macro_f1,B1,-0.027906505361894873,-0.09599616245268414,0.0062984980537964955,200,video_id
B2-B1,mae,B1,-0.0033423579755773036,-0.01266623557524361,0.00460436068129923,200,video_id
B2-B1,rmse,B1,-0.009916404742726037,-0.021409123300030006,-0.0010260414381451943,200,video_id
B2-B1,pearson,B1,0.024822188788906824,0.0002568090677320396,0.0557168196611795,200,video_id
B3-B1,accuracy,B1,0.0,0.0,0.0,200,video_id
B3-B1,macro_f1,B1,0.0,0.0,0.0,200,video_id
B3-B1,mae,B1,-0.014147567393241078,-0.026973484577027262,-0.0012095951194950924,200,video_id
B3-B1,rmse,B1,-0.00829719553184366,-0.021414194989905034,0.008132024794505916,200,video_id
B3-B1,pearson,B1,0.015228259992273369,-0.01976323119341871,0.052337473523517364,200,video_id
B4-B1,accuracy,B1,0.02970588235294122,-0.03398542689687947,0.10795604758757439,200,video_id
B4-B1,macro_f1,B1,0.07537035333087963,-0.005487454428821546,0.17240886258567878,200,video_id
B4-B1,mae,B1,0.006603719792716789,-0.014909105077385885,0.020583936888735728,200,video_id
B4-B1,rmse,B1,0.01857966111389464,0.004332199407018598,0.03190780297943725,200,video_id
B4-B1,pearson,B1,-0.059258939088428636,-0.10083695450709147,-0.01570315301386966,200,video_id
1 comparison metric reference estimate_delta ci95_low ci95_high bootstrap_repeats unit
2 B0-B1 accuracy B1 0.02000200020002002 -0.017260795278036582 0.07070524984187229 200 video_id
3 B0-B1 macro_f1 B1 0.029737476924759476 -0.005427518082577164 0.07671053931072282 200 video_id
4 B0-B1 mae B1 0.002401698789500417 -0.033161023918065864 0.03060909363751606 200 video_id
5 B0-B1 rmse B1 -0.009421387390530112 -0.044197409852397236 0.013943538796077433 200 video_id
6 B0-B1 pearson B1 0.02009742073724413 -0.04163957039498634 0.11194030548717199 200 video_id
7 B2-B1 accuracy B1 -0.01951265943270511 -0.06453366058906036 0.012626096491228108 200 video_id
8 B2-B1 macro_f1 B1 -0.027906505361894873 -0.09599616245268414 0.0062984980537964955 200 video_id
9 B2-B1 mae B1 -0.0033423579755773036 -0.01266623557524361 0.00460436068129923 200 video_id
10 B2-B1 rmse B1 -0.009916404742726037 -0.021409123300030006 -0.0010260414381451943 200 video_id
11 B2-B1 pearson B1 0.024822188788906824 0.0002568090677320396 0.0557168196611795 200 video_id
12 B3-B1 accuracy B1 0.0 0.0 0.0 200 video_id
13 B3-B1 macro_f1 B1 0.0 0.0 0.0 200 video_id
14 B3-B1 mae B1 -0.014147567393241078 -0.026973484577027262 -0.0012095951194950924 200 video_id
15 B3-B1 rmse B1 -0.00829719553184366 -0.021414194989905034 0.008132024794505916 200 video_id
16 B3-B1 pearson B1 0.015228259992273369 -0.01976323119341871 0.052337473523517364 200 video_id
17 B4-B1 accuracy B1 0.02970588235294122 -0.03398542689687947 0.10795604758757439 200 video_id
18 B4-B1 macro_f1 B1 0.07537035333087963 -0.005487454428821546 0.17240886258567878 200 video_id
19 B4-B1 mae B1 0.006603719792716789 -0.014909105077385885 0.020583936888735728 200 video_id
20 B4-B1 rmse B1 0.01857966111389464 0.004332199407018598 0.03190780297943725 200 video_id
21 B4-B1 pearson B1 -0.059258939088428636 -0.10083695450709147 -0.01570315301386966 200 video_id
math/Q1/results/model_comparison_v2/oof_predictions.csv
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sample_id,video_id,clip_id,true_polarity,true_sentiment,B0_predicted_polarity,B0_predicted_sentiment,B1_predicted_polarity,B1_predicted_sentiment,B2_predicted_polarity,B2_predicted_sentiment,B3_predicted_polarity,B3_predicted_sentiment,B4_predicted_polarity,B4_predicted_sentiment
-3g5yACwYnA/13,-3g5yACwYnA,13,2,0.6666666865348816,2,0.1476103514432907,2,0.3377506136894226,2,0.3597119450569153,2,0.32037657499313354,2,0.3982303738594055
-3g5yACwYnA/3,-3g5yACwYnA,3,1,0.0,2,0.3290478587150574,2,0.38849568367004395,2,0.4387802183628082,2,0.34242600202560425,2,0.33664584159851074
-3g5yACwYnA/2,-3g5yACwYnA,2,1,0.0,2,0.3948221802711487,2,0.3874940872192383,2,0.3891647756099701,2,0.4063431918621063,2,0.46597111225128174
-3g5yACwYnA/9,-3g5yACwYnA,9,2,0.6666666865348816,2,0.7790729999542236,2,0.8064923882484436,2,0.770757794380188,2,0.7431319952011108,2,0.6636634469032288
-3nNcZdcdvU/5,-3nNcZdcdvU,5,1,0.0,0,-0.5256086587905884,2,-0.03856471925973892,0,-0.07245167344808578,2,-0.03071223944425583,2,-0.09075337648391724
-HwX2H8Z4hY/2,-HwX2H8Z4hY,2,1,0.0,2,0.6340967416763306,2,0.54456627368927,2,0.5576773285865784,2,0.5208297967910767,2,0.6805298328399658
-HwX2H8Z4hY/5,-HwX2H8Z4hY,5,0,-1.0,0,0.19525308907032013,2,0.26315033435821533,2,0.33931857347488403,2,0.2528100907802582,2,0.2705127000808716
-HwX2H8Z4hY/6,-HwX2H8Z4hY,6,1,0.0,2,0.564860463142395,2,0.7512304186820984,2,0.7728696465492249,2,0.554623007774353,2,0.7470145225524902
-HwX2H8Z4hY/9,-HwX2H8Z4hY,9,0,-0.3333333432674408,0,-0.01870831847190857,0,0.14999304711818695,2,0.1341104805469513,0,0.058806389570236206,0,-0.03148035705089569
-NFrJFQijFE/1,-NFrJFQijFE,1,2,0.3333333432674408,2,0.014001220464706421,1,-0.24171727895736694,1,-0.208953395485878,1,-0.23541945219039917,1,-0.2296527922153473
-NFrJFQijFE/2,-NFrJFQijFE,2,1,0.0,2,0.5719102621078491,2,0.2716735601425171,2,0.2977616786956787,2,0.29354575276374817,1,0.37435537576675415
-THoVjtIkeU/12,-THoVjtIkeU,12,2,2.0,2,0.3152218163013458,2,0.2703709006309509,2,0.2735849618911743,2,0.1975540816783905,2,0.27328190207481384
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1 sample_id video_id clip_id true_polarity true_sentiment B0_predicted_polarity B0_predicted_sentiment B1_predicted_polarity B1_predicted_sentiment B2_predicted_polarity B2_predicted_sentiment B3_predicted_polarity B3_predicted_sentiment B4_predicted_polarity B4_predicted_sentiment
2 -3g5yACwYnA/13 -3g5yACwYnA 13 2 0.6666666865348816 2 0.1476103514432907 2 0.3377506136894226 2 0.3597119450569153 2 0.32037657499313354 2 0.3982303738594055
3 -3g5yACwYnA/3 -3g5yACwYnA 3 1 0.0 2 0.3290478587150574 2 0.38849568367004395 2 0.4387802183628082 2 0.34242600202560425 2 0.33664584159851074
4 -3g5yACwYnA/2 -3g5yACwYnA 2 1 0.0 2 0.3948221802711487 2 0.3874940872192383 2 0.3891647756099701 2 0.4063431918621063 2 0.46597111225128174
5 -3g5yACwYnA/9 -3g5yACwYnA 9 2 0.6666666865348816 2 0.7790729999542236 2 0.8064923882484436 2 0.770757794380188 2 0.7431319952011108 2 0.6636634469032288
6 -3nNcZdcdvU/5 -3nNcZdcdvU 5 1 0.0 0 -0.5256086587905884 2 -0.03856471925973892 0 -0.07245167344808578 2 -0.03071223944425583 2 -0.09075337648391724
7 -HwX2H8Z4hY/2 -HwX2H8Z4hY 2 1 0.0 2 0.6340967416763306 2 0.54456627368927 2 0.5576773285865784 2 0.5208297967910767 2 0.6805298328399658
8 -HwX2H8Z4hY/5 -HwX2H8Z4hY 5 0 -1.0 0 0.19525308907032013 2 0.26315033435821533 2 0.33931857347488403 2 0.2528100907802582 2 0.2705127000808716
9 -HwX2H8Z4hY/6 -HwX2H8Z4hY 6 1 0.0 2 0.564860463142395 2 0.7512304186820984 2 0.7728696465492249 2 0.554623007774353 2 0.7470145225524902
10 -HwX2H8Z4hY/9 -HwX2H8Z4hY 9 0 -0.3333333432674408 0 -0.01870831847190857 0 0.14999304711818695 2 0.1341104805469513 0 0.058806389570236206 0 -0.03148035705089569
11 -NFrJFQijFE/1 -NFrJFQijFE 1 2 0.3333333432674408 2 0.014001220464706421 1 -0.24171727895736694 1 -0.208953395485878 1 -0.23541945219039917 1 -0.2296527922153473
12 -NFrJFQijFE/2 -NFrJFQijFE 2 1 0.0 2 0.5719102621078491 2 0.2716735601425171 2 0.2977616786956787 2 0.29354575276374817 1 0.37435537576675415
13 -THoVjtIkeU/12 -THoVjtIkeU 12 2 2.0 2 0.3152218163013458 2 0.2703709006309509 2 0.2735849618911743 2 0.1975540816783905 2 0.27328190207481384
14 -THoVjtIkeU/2 -THoVjtIkeU 2 2 1.3333333730697632 2 0.38223057985305786 2 0.36808502674102783 2 0.4841567277908325 2 0.4483664631843567 2 0.4306724965572357
15 -THoVjtIkeU/6 -THoVjtIkeU 6 2 2.6666667461395264 2 0.48306459188461304 2 0.49480828642845154 2 0.5349615812301636 2 0.5291507840156555 2 0.41925114393234253
16 -UuX1xuaiiE/1 -UuX1xuaiiE 1 2 1.6666666269302368 2 0.07767076790332794 2 0.16774766147136688 2 0.16151535511016846 2 0.18307603895664215 2 0.10815797746181488
17 -UuX1xuaiiE/0 -UuX1xuaiiE 0 2 2.6666667461395264 2 0.9441816806793213 2 1.0996581315994263 2 1.1345268487930298 2 0.879923403263092 2 0.9021000266075134
18 -UuX1xuaiiE/3 -UuX1xuaiiE 3 2 0.3333333432674408 2 0.6876473426818848 2 0.5610893964767456 2 0.524526059627533 2 0.48953402042388916 2 0.4889928996562958
19 -UuX1xuaiiE/6 -UuX1xuaiiE 6 0 -0.3333333432674408 2 0.03396131098270416 1 -0.0173255056142807 1 -0.00989466905593872 1 0.01086936891078949 2 0.008090794086456299
20 -a55Q6RWvTA/3 -a55Q6RWvTA 3 2 0.6666666865348816 2 0.30098170042037964 2 0.048324137926101685 2 0.026234928518533707 2 0.043223656713962555 2 0.14549311995506287
21 -aNfi7CP8vM/7 -aNfi7CP8vM 7 1 0.0 2 0.42273712158203125 2 0.3958045244216919 2 0.34589970111846924 2 0.3650631904602051 2 0.3631160259246826
22 -aqamKhZ1Ec/0 -aqamKhZ1Ec 0 0 -2.0 0 -0.0819425880908966 0 -0.17951332032680511 0 -0.19777223467826843 0 -0.2181200087070465 0 -0.07961438596248627
23 -dxfTGcXJoc/1 -dxfTGcXJoc 1 2 1.6666666269302368 2 0.5668308734893799 2 0.26850393414497375 2 0.3121066689491272 2 0.27606263756752014 2 0.26729390025138855
24 -dxfTGcXJoc/0 -dxfTGcXJoc 0 2 1.0 2 0.3843950629234314 2 0.08622702956199646 2 0.08498463779687881 2 0.1064034253358841 2 0.12197118252515793
25 -dxfTGcXJoc/2 -dxfTGcXJoc 2 2 0.6666666865348816 2 0.6037228107452393 2 0.3355353772640228 2 0.36813029646873474 2 0.2821359634399414 2 0.34538790583610535
26 -dxfTGcXJoc/6 -dxfTGcXJoc 6 2 0.6666666865348816 2 0.5108404159545898 2 0.2133411467075348 2 0.20431466400623322 2 0.20173203945159912 2 0.2000829130411148
27 -egA8-b7-3M/26 -egA8-b7-3M 26 2 1.6666666269302368 2 0.796988308429718 2 0.9515016674995422 2 0.8738996982574463 2 0.9268646240234375 2 0.7911489605903625
28 -egA8-b7-3M/17 -egA8-b7-3M 17 2 0.3333333432674408 2 0.7051204442977905 2 0.7728602886199951 2 0.7798376083374023 2 0.77076655626297 2 0.6984787583351135
29 -egA8-b7-3M/18 -egA8-b7-3M 18 2 1.0 2 0.8262425661087036 2 0.8838357925415039 2 0.8088366985321045 2 0.8196879625320435 2 0.7475150227546692
30 -egA8-b7-3M/16 -egA8-b7-3M 16 2 0.6666666865348816 2 1.0463380813598633 2 1.2018027305603027 2 1.1184855699539185 2 1.1443341970443726 2 1.0458707809448242
31 -egA8-b7-3M/13 -egA8-b7-3M 13 2 0.3333333432674408 2 0.3283877968788147 2 0.46931418776512146 2 0.4583430588245392 2 0.4491943418979645 2 0.602459728717804
32 -egA8-b7-3M/1 -egA8-b7-3M 1 2 0.6666666865348816 2 0.4831215441226959 2 0.6182389259338379 2 0.5324193239212036 2 0.5424963235855103 2 0.5751203298568726
33 -egA8-b7-3M/6 -egA8-b7-3M 6 2 0.6666666865348816 2 0.7039862871170044 2 0.8978493213653564 2 0.8621869087219238 2 0.9016239643096924 2 0.7639468312263489
34 -egA8-b7-3M/9 -egA8-b7-3M 9 2 0.3333333432674408 2 0.7732900977134705 2 0.9546601176261902 2 0.901647686958313 2 0.9338622689247131 2 0.8764657974243164
35 -egA8-b7-3M/20 -egA8-b7-3M 20 2 0.3333333432674408 2 0.7222282886505127 2 0.8708169460296631 2 0.8735624551773071 2 0.7761253714561462 2 0.8936517834663391
36 -iRBcNs9oI8/3 -iRBcNs9oI8 3 2 0.6666666865348816 2 0.5430101752281189 2 0.565361499786377 2 0.5021452307701111 2 0.62532639503479 2 0.4239353537559509
37 -iRBcNs9oI8/7 -iRBcNs9oI8 7 2 0.6666666865348816 2 0.8830914497375488 2 0.8413313627243042 2 0.8693705201148987 2 0.8135834336280823 2 0.7623943090438843
38 -iRBcNs9oI8/6 -iRBcNs9oI8 6 2 0.3333333432674408 2 0.5719975829124451 2 0.6302372217178345 2 0.6439937353134155 2 0.5471010804176331 2 0.615645170211792
39 -iRBcNs9oI8/9 -iRBcNs9oI8 9 2 1.3333333730697632 2 0.22892765700817108 2 0.20545294880867004 1 0.4432207942008972 2 0.3340597450733185 2 0.14689770340919495
40 -iRBcNs9oI8/8 -iRBcNs9oI8 8 2 1.0 2 0.6184129118919373 2 0.6468950510025024 2 0.7297698259353638 2 0.741061806678772 2 0.6729381680488586
41 -lzEya4AM_4/5 -lzEya4AM_4 5 0 -0.6666666865348816 2 -0.12809744477272034 2 0.03494763374328613 2 0.02827782928943634 2 0.0178489089012146 2 0.028649896383285522
42 -lzEya4AM_4/6 -lzEya4AM_4 6 0 -0.3333333432674408 1 -0.16923663020133972 2 0.010627403855323792 1 -0.01804492622613907 2 -0.019997522234916687 2 -0.006792500615119934
43 -mJ2ud6oKI8/1 -mJ2ud6oKI8 1 1 0.0 2 0.435085654258728 2 0.12550902366638184 2 0.18865731358528137 2 0.18155823647975922 1 0.023123089224100113
44 -mJ2ud6oKI8/2 -mJ2ud6oKI8 2 1 0.0 2 0.27360260486602783 2 -0.12368276715278625 2 -0.10187004506587982 2 -0.06334057450294495 1 -0.2099795639514923
45 -mJ2ud6oKI8/6 -mJ2ud6oKI8 6 2 0.3333333432674408 2 0.19508719444274902 1 -0.02618638053536415 2 -0.04895489662885666 1 -0.0752103328704834 2 -0.09354723989963531
46 -mJ2ud6oKI8/9 -mJ2ud6oKI8 9 1 0.0 2 0.29864612221717834 2 0.19674572348594666 2 0.12373239547014236 2 0.19428680837154388 2 0.07985420525074005
47 -mJ2ud6oKI8/8 -mJ2ud6oKI8 8 0 -0.3333333432674408 2 -0.0026893317699432373 2 -0.12401668727397919 2 -0.027800302952528 2 -0.09499827027320862 2 -0.07242085784673691
48 -mqbVkbCndg/0 -mqbVkbCndg 0 1 0.0 2 -0.11811599135398865 2 -0.113245889544487 2 -0.06126278638839722 2 -0.14402173459529877 2 0.014159590005874634
49 -t217m2on-s/2 -t217m2on-s 2 2 0.6666666865348816 2 0.43102455139160156 2 0.42948803305625916 2 0.4876057505607605 2 0.4043726921081543 2 0.260307639837265
50 -t217m2on-s/7 -t217m2on-s 7 0 -0.6666666865348816 2 -0.15572434663772583 2 -0.12948289513587952 2 -0.02897307276725769 2 -0.17366982996463776 2 0.04362402856349945
51 -tANM6ETl_M/3 -tANM6ETl_M 3 2 0.3333333432674408 2 0.04452957212924957 2 0.018270835280418396 2 0.0006791818886995316 2 0.04690059274435043 2 0.07506758719682693
52 -tPCytz4rww/11 -tPCytz4rww 11 1 0.0 2 0.448726087808609 2 0.3435809314250946 2 0.3661764860153198 2 0.30269673466682434 2 0.44975972175598145
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54 -tPCytz4rww/12 -tPCytz4rww 12 1 0.0 2 0.4805038869380951 2 0.4221811294555664 2 0.4491434693336487 2 0.3991668224334717 2 0.45005616545677185
55 -tPCytz4rww/16 -tPCytz4rww 16 1 0.0 2 0.19673721492290497 2 0.14087165892124176 2 0.11867634952068329 2 0.15334615111351013 2 0.08282724022865295
56 -tPCytz4rww/18 -tPCytz4rww 18 1 0.0 2 0.3579742908477783 2 0.2874269485473633 2 0.30070245265960693 2 0.3142424523830414 2 0.3924665153026581
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58 -wMB_hJL-3o/7 -wMB_hJL-3o 7 2 0.3333333432674408 2 0.43636569380760193 2 0.29640114307403564 2 0.27461326122283936 2 0.2730790674686432 2 0.31674522161483765
59 -wny0OAz3g8/1 -wny0OAz3g8 1 2 0.3333333432674408 2 0.11702589690685272 2 0.3193812966346741 2 0.2975759506225586 2 0.3441736698150635 2 0.35987910628318787
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65 -wny0OAz3g8/9 -wny0OAz3g8 9 2 0.6666666865348816 2 0.18106885254383087 2 0.3262255787849426 2 0.33568623661994934 2 0.39836806058883667 2 0.4321054220199585
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85 -RfYyzHpjk4/11 -RfYyzHpjk4 11 2 2.0 2 0.6318141222000122 2 0.5868917107582092 2 0.5911816358566284 2 0.539077877998352 2 0.5944631099700928
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92 -s9qJ7ATP7w/1 -s9qJ7ATP7w 1 2 0.6666666865348816 2 1.1142053604125977 2 0.9926814436912537 2 0.9976920485496521 2 0.9410063624382019 2 0.9411022663116455
93 -s9qJ7ATP7w/0 -s9qJ7ATP7w 0 0 -0.3333333432674408 2 0.3428170084953308 2 0.3194730877876282 2 0.38237786293029785 2 0.3486601412296295 1 0.044125378131866455
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96 -s9qJ7ATP7w/7 -s9qJ7ATP7w 7 2 1.0 2 0.3447060286998749 2 0.4128916263580322 2 0.4752788245677948 2 0.4350683093070984 1 0.13059954345226288
97 -s9qJ7ATP7w/6 -s9qJ7ATP7w 6 1 0.0 2 0.13919076323509216 2 0.3213648200035095 2 0.3901626467704773 2 0.2461228221654892 2 0.19252656400203705
98 -s9qJ7ATP7w/8 -s9qJ7ATP7w 8 2 1.3333333730697632 2 0.847328782081604 2 1.0173355340957642 2 1.1218677759170532 2 1.0514460802078247 2 0.6931942105293274
99 -yRb-Jum7EQ/1 -yRb-Jum7EQ 1 1 0.0 0 -0.274469792842865 0 -0.18152904510498047 0 -0.21008510887622833 0 -0.11739368736743927 0 -0.12581652402877808
100 -yRb-Jum7EQ/5 -yRb-Jum7EQ 5 0 -0.6666666865348816 1 -0.2212585210800171 1 -0.06386779248714447 1 -0.04183962568640709 1 -0.07445302605628967 1 -0.022086799144744873
101 -yRb-Jum7EQ/6 -yRb-Jum7EQ 6 1 0.0 0 -0.1357426941394806 0 -0.057185620069503784 0 -0.1435268521308899 0 -0.011820107698440552 0 -0.07956936955451965
math/Q1/results/model_comparison_v2/report.md
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# Q1 V2 B0-B4 对照
本报告使用 `features_v2/` 的 100 个样本，以 `video_id` 做五折 GroupKFold。B0–B4 的缩放器只在各折训练部分拟合。分数是情感信息探针，不是真实对齐边界准确率。
| 分支 | OOF Accuracy | OOF Macro-F1 | OOF MAE | OOF RMSE | OOF Pearson |
|---|---:|---:|---:|---:|---:|
| B0 | 0.5900 | 0.3373 | 0.5345 | 0.7325 | 0.4255 |
| B1 | 0.5700 | 0.3084 | 0.5342 | 0.7444 | 0.3981 |
| B2 | 0.5500 | 0.2769 | 0.5308 | 0.7342 | 0.4232 |
| B3 | 0.5700 | 0.3084 | 0.5202 | 0.7371 | 0.4114 |
| B4 | 0.6000 | 0.3882 | 0.5393 | 0.7628 | 0.3413 |
B5 通过词查询 CSR 矩阵进行物理来源核查；没有人工边界真值，因此未报告边界误差或后验校准率。B6 内容探针未启用。视觉 17 维来自 OpenFace 2.2.0 AU 输出，不是 MediaPipe 代理。
math/Q1/results/model_comparison_v2/run_manifest.json
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{
"version": "E题V2 Q1 B0-B4",
"samples": 100,
"video_groups": 37,
"folds": 5,
"grouping": "video_id GroupKFold; train/valid group disjoint",
"scalers": "B0 train-fold mean/std; B1-B4 train-fold median/MAD; no held-fold fitting",
"classifier": "LogisticRegression C=0.05",
"regressor": "Ridge alpha=25",
"branches": {
"B0": "quality-weighted physical projection",
"B1": "B0 plus train-fold robust scale and SO(3)/unit-gaze aggregation",
"B2": "B1 plus CTC forward-backward text occupancy",
"B3": "B1 plus native-row level-2 dynamics",
"B4": "B1 plus frozen Wav2Vec2 auxiliary representation"
},
"B5": "query H_time audit only; not predictive score",
"B6": "content probe disabled",
"feature_manifest_sha256": "172d5d11964a800fff364e0592afb6959fa4bdc52f91106d4da428fcc175a054",
"source_run_manifest": "features_v2/manifest_q1.jsonl",
"bootstrap_repeats": 200
}
math/Q1/results/model_comparison_v2/split_assignments.csv
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sample_id,video_id,fold,split
-3g5yACwYnA/13,-3g5yACwYnA,1,valid_oof
-3g5yACwYnA/2,-3g5yACwYnA,1,valid_oof
-3g5yACwYnA/3,-3g5yACwYnA,1,valid_oof
-3g5yACwYnA/9,-3g5yACwYnA,1,valid_oof
-3nNcZdcdvU/5,-3nNcZdcdvU,5,valid_oof
-571d8cVauQ/0,-571d8cVauQ,2,valid_oof
-571d8cVauQ/5,-571d8cVauQ,2,valid_oof
-6rXp3zJ3kc/8,-6rXp3zJ3kc,4,valid_oof
-9y-fZ3swSY/0,-9y-fZ3swSY,1,valid_oof
-9y-fZ3swSY/4,-9y-fZ3swSY,1,valid_oof
-9y-fZ3swSY/8,-9y-fZ3swSY,1,valid_oof
-AUZQgSxyPQ/2,-AUZQgSxyPQ,3,valid_oof
-HeZS2-Prhc/2,-HeZS2-Prhc,2,valid_oof
-HwX2H8Z4hY/2,-HwX2H8Z4hY,3,valid_oof
-HwX2H8Z4hY/5,-HwX2H8Z4hY,3,valid_oof
-HwX2H8Z4hY/6,-HwX2H8Z4hY,3,valid_oof
-HwX2H8Z4hY/9,-HwX2H8Z4hY,3,valid_oof
-I_e4mIh0yE/1,-I_e4mIh0yE,1,valid_oof
-I_e4mIh0yE/3,-I_e4mIh0yE,1,valid_oof
-MeTTeMJBNc/0,-MeTTeMJBNc,5,valid_oof
-MeTTeMJBNc/13,-MeTTeMJBNc,5,valid_oof
-MeTTeMJBNc/7,-MeTTeMJBNc,5,valid_oof
-NFrJFQijFE/1,-NFrJFQijFE,5,valid_oof
-NFrJFQijFE/2,-NFrJFQijFE,5,valid_oof
-RfYyzHpjk4/11,-RfYyzHpjk4,3,valid_oof
-RfYyzHpjk4/2,-RfYyzHpjk4,3,valid_oof
-RfYyzHpjk4/8,-RfYyzHpjk4,3,valid_oof
-THoVjtIkeU/12,-THoVjtIkeU,2,valid_oof
-THoVjtIkeU/2,-THoVjtIkeU,2,valid_oof
-THoVjtIkeU/6,-THoVjtIkeU,2,valid_oof
-UUCSKoHeMA/0,-UUCSKoHeMA,1,valid_oof
-UacrmKiTn4/10,-UacrmKiTn4,4,valid_oof
-UacrmKiTn4/4,-UacrmKiTn4,4,valid_oof
-UuX1xuaiiE/0,-UuX1xuaiiE,2,valid_oof
-UuX1xuaiiE/1,-UuX1xuaiiE,2,valid_oof
-UuX1xuaiiE/3,-UuX1xuaiiE,2,valid_oof
-UuX1xuaiiE/6,-UuX1xuaiiE,2,valid_oof
-a55Q6RWvTA/3,-a55Q6RWvTA,5,valid_oof
-aNfi7CP8vM/7,-aNfi7CP8vM,4,valid_oof
-aqamKhZ1Ec/0,-aqamKhZ1Ec,3,valid_oof
-dxfTGcXJoc/0,-dxfTGcXJoc,5,valid_oof
-dxfTGcXJoc/1,-dxfTGcXJoc,5,valid_oof
-dxfTGcXJoc/2,-dxfTGcXJoc,5,valid_oof
-dxfTGcXJoc/6,-dxfTGcXJoc,5,valid_oof
-egA8-b7-3M/1,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/13,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/16,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/17,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/18,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/20,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/26,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/6,-egA8-b7-3M,1,valid_oof
-egA8-b7-3M/9,-egA8-b7-3M,1,valid_oof
-hnBHBN8p5A/6,-hnBHBN8p5A,3,valid_oof
-hnBHBN8p5A/7,-hnBHBN8p5A,3,valid_oof
-iRBcNs9oI8/3,-iRBcNs9oI8,4,valid_oof
-iRBcNs9oI8/6,-iRBcNs9oI8,4,valid_oof
-iRBcNs9oI8/7,-iRBcNs9oI8,4,valid_oof
-iRBcNs9oI8/8,-iRBcNs9oI8,4,valid_oof
-iRBcNs9oI8/9,-iRBcNs9oI8,4,valid_oof
-lzEya4AM_4/5,-lzEya4AM_4,2,valid_oof
-lzEya4AM_4/6,-lzEya4AM_4,2,valid_oof
-mJ2ud6oKI8/1,-mJ2ud6oKI8,5,valid_oof
-mJ2ud6oKI8/2,-mJ2ud6oKI8,5,valid_oof
-mJ2ud6oKI8/6,-mJ2ud6oKI8,5,valid_oof
-mJ2ud6oKI8/8,-mJ2ud6oKI8,5,valid_oof
-mJ2ud6oKI8/9,-mJ2ud6oKI8,5,valid_oof
-mqbVkbCndg/0,-mqbVkbCndg,2,valid_oof
-qDkUB0GgYY/6,-qDkUB0GgYY,1,valid_oof
-ri04Z7vwnc/0,-ri04Z7vwnc,4,valid_oof
-ri04Z7vwnc/2,-ri04Z7vwnc,4,valid_oof
-ri04Z7vwnc/5,-ri04Z7vwnc,4,valid_oof
-s9qJ7ATP7w/0,-s9qJ7ATP7w,3,valid_oof
-s9qJ7ATP7w/1,-s9qJ7ATP7w,3,valid_oof
-s9qJ7ATP7w/4,-s9qJ7ATP7w,3,valid_oof
-s9qJ7ATP7w/5,-s9qJ7ATP7w,3,valid_oof
-s9qJ7ATP7w/6,-s9qJ7ATP7w,3,valid_oof
-s9qJ7ATP7w/7,-s9qJ7ATP7w,3,valid_oof
-s9qJ7ATP7w/8,-s9qJ7ATP7w,3,valid_oof
-t217m2on-s/2,-t217m2on-s,4,valid_oof
-t217m2on-s/7,-t217m2on-s,4,valid_oof
-tANM6ETl_M/3,-tANM6ETl_M,5,valid_oof
-tPCytz4rww/10,-tPCytz4rww,4,valid_oof
-tPCytz4rww/11,-tPCytz4rww,4,valid_oof
-tPCytz4rww/12,-tPCytz4rww,4,valid_oof
-tPCytz4rww/16,-tPCytz4rww,4,valid_oof
-tPCytz4rww/18,-tPCytz4rww,4,valid_oof
-uywlfIYOS8/4,-uywlfIYOS8,4,valid_oof
-vxjVxOeScU/4,-vxjVxOeScU,3,valid_oof
-wMB_hJL-3o/7,-wMB_hJL-3o,3,valid_oof
-wny0OAz3g8/0,-wny0OAz3g8,2,valid_oof
-wny0OAz3g8/1,-wny0OAz3g8,2,valid_oof
-wny0OAz3g8/2,-wny0OAz3g8,2,valid_oof
-wny0OAz3g8/3,-wny0OAz3g8,2,valid_oof
-wny0OAz3g8/5,-wny0OAz3g8,2,valid_oof
-wny0OAz3g8/7,-wny0OAz3g8,2,valid_oof
-wny0OAz3g8/9,-wny0OAz3g8,2,valid_oof
-yRb-Jum7EQ/1,-yRb-Jum7EQ,5,valid_oof
-yRb-Jum7EQ/5,-yRb-Jum7EQ,5,valid_oof
-yRb-Jum7EQ/6,-yRb-Jum7EQ,5,valid_oof
1 sample_id video_id fold split
2 -3g5yACwYnA/13 -3g5yACwYnA 1 valid_oof
3 -3g5yACwYnA/2 -3g5yACwYnA 1 valid_oof
4 -3g5yACwYnA/3 -3g5yACwYnA 1 valid_oof
5 -3g5yACwYnA/9 -3g5yACwYnA 1 valid_oof
6 -3nNcZdcdvU/5 -3nNcZdcdvU 5 valid_oof
7 -571d8cVauQ/0 -571d8cVauQ 2 valid_oof
8 -571d8cVauQ/5 -571d8cVauQ 2 valid_oof
9 -6rXp3zJ3kc/8 -6rXp3zJ3kc 4 valid_oof
10 -9y-fZ3swSY/0 -9y-fZ3swSY 1 valid_oof
11 -9y-fZ3swSY/4 -9y-fZ3swSY 1 valid_oof
12 -9y-fZ3swSY/8 -9y-fZ3swSY 1 valid_oof
13 -AUZQgSxyPQ/2 -AUZQgSxyPQ 3 valid_oof
14 -HeZS2-Prhc/2 -HeZS2-Prhc 2 valid_oof
15 -HwX2H8Z4hY/2 -HwX2H8Z4hY 3 valid_oof
16 -HwX2H8Z4hY/5 -HwX2H8Z4hY 3 valid_oof
17 -HwX2H8Z4hY/6 -HwX2H8Z4hY 3 valid_oof
18 -HwX2H8Z4hY/9 -HwX2H8Z4hY 3 valid_oof
19 -I_e4mIh0yE/1 -I_e4mIh0yE 1 valid_oof
20 -I_e4mIh0yE/3 -I_e4mIh0yE 1 valid_oof
21 -MeTTeMJBNc/0 -MeTTeMJBNc 5 valid_oof
22 -MeTTeMJBNc/13 -MeTTeMJBNc 5 valid_oof
23 -MeTTeMJBNc/7 -MeTTeMJBNc 5 valid_oof
24 -NFrJFQijFE/1 -NFrJFQijFE 5 valid_oof
25 -NFrJFQijFE/2 -NFrJFQijFE 5 valid_oof
26 -RfYyzHpjk4/11 -RfYyzHpjk4 3 valid_oof
27 -RfYyzHpjk4/2 -RfYyzHpjk4 3 valid_oof
28 -RfYyzHpjk4/8 -RfYyzHpjk4 3 valid_oof
29 -THoVjtIkeU/12 -THoVjtIkeU 2 valid_oof
30 -THoVjtIkeU/2 -THoVjtIkeU 2 valid_oof
31 -THoVjtIkeU/6 -THoVjtIkeU 2 valid_oof
32 -UUCSKoHeMA/0 -UUCSKoHeMA 1 valid_oof
33 -UacrmKiTn4/10 -UacrmKiTn4 4 valid_oof
34 -UacrmKiTn4/4 -UacrmKiTn4 4 valid_oof
35 -UuX1xuaiiE/0 -UuX1xuaiiE 2 valid_oof
36 -UuX1xuaiiE/1 -UuX1xuaiiE 2 valid_oof
37 -UuX1xuaiiE/3 -UuX1xuaiiE 2 valid_oof
38 -UuX1xuaiiE/6 -UuX1xuaiiE 2 valid_oof
39 -a55Q6RWvTA/3 -a55Q6RWvTA 5 valid_oof
40 -aNfi7CP8vM/7 -aNfi7CP8vM 4 valid_oof
41 -aqamKhZ1Ec/0 -aqamKhZ1Ec 3 valid_oof
42 -dxfTGcXJoc/0 -dxfTGcXJoc 5 valid_oof
43 -dxfTGcXJoc/1 -dxfTGcXJoc 5 valid_oof
44 -dxfTGcXJoc/2 -dxfTGcXJoc 5 valid_oof
45 -dxfTGcXJoc/6 -dxfTGcXJoc 5 valid_oof
46 -egA8-b7-3M/1 -egA8-b7-3M 1 valid_oof
47 -egA8-b7-3M/13 -egA8-b7-3M 1 valid_oof
48 -egA8-b7-3M/16 -egA8-b7-3M 1 valid_oof
49 -egA8-b7-3M/17 -egA8-b7-3M 1 valid_oof
50 -egA8-b7-3M/18 -egA8-b7-3M 1 valid_oof
51 -egA8-b7-3M/20 -egA8-b7-3M 1 valid_oof
52 -egA8-b7-3M/26 -egA8-b7-3M 1 valid_oof
53 -egA8-b7-3M/6 -egA8-b7-3M 1 valid_oof
54 -egA8-b7-3M/9 -egA8-b7-3M 1 valid_oof
55 -hnBHBN8p5A/6 -hnBHBN8p5A 3 valid_oof
56 -hnBHBN8p5A/7 -hnBHBN8p5A 3 valid_oof
57 -iRBcNs9oI8/3 -iRBcNs9oI8 4 valid_oof
58 -iRBcNs9oI8/6 -iRBcNs9oI8 4 valid_oof
59 -iRBcNs9oI8/7 -iRBcNs9oI8 4 valid_oof
60 -iRBcNs9oI8/8 -iRBcNs9oI8 4 valid_oof
61 -iRBcNs9oI8/9 -iRBcNs9oI8 4 valid_oof
62 -lzEya4AM_4/5 -lzEya4AM_4 2 valid_oof
63 -lzEya4AM_4/6 -lzEya4AM_4 2 valid_oof
64 -mJ2ud6oKI8/1 -mJ2ud6oKI8 5 valid_oof
65 -mJ2ud6oKI8/2 -mJ2ud6oKI8 5 valid_oof
66 -mJ2ud6oKI8/6 -mJ2ud6oKI8 5 valid_oof
67 -mJ2ud6oKI8/8 -mJ2ud6oKI8 5 valid_oof
68 -mJ2ud6oKI8/9 -mJ2ud6oKI8 5 valid_oof
69 -mqbVkbCndg/0 -mqbVkbCndg 2 valid_oof
70 -qDkUB0GgYY/6 -qDkUB0GgYY 1 valid_oof
71 -ri04Z7vwnc/0 -ri04Z7vwnc 4 valid_oof
72 -ri04Z7vwnc/2 -ri04Z7vwnc 4 valid_oof
73 -ri04Z7vwnc/5 -ri04Z7vwnc 4 valid_oof
74 -s9qJ7ATP7w/0 -s9qJ7ATP7w 3 valid_oof
75 -s9qJ7ATP7w/1 -s9qJ7ATP7w 3 valid_oof
76 -s9qJ7ATP7w/4 -s9qJ7ATP7w 3 valid_oof
77 -s9qJ7ATP7w/5 -s9qJ7ATP7w 3 valid_oof
78 -s9qJ7ATP7w/6 -s9qJ7ATP7w 3 valid_oof
79 -s9qJ7ATP7w/7 -s9qJ7ATP7w 3 valid_oof
80 -s9qJ7ATP7w/8 -s9qJ7ATP7w 3 valid_oof
81 -t217m2on-s/2 -t217m2on-s 4 valid_oof
82 -t217m2on-s/7 -t217m2on-s 4 valid_oof
83 -tANM6ETl_M/3 -tANM6ETl_M 5 valid_oof
84 -tPCytz4rww/10 -tPCytz4rww 4 valid_oof
85 -tPCytz4rww/11 -tPCytz4rww 4 valid_oof
86 -tPCytz4rww/12 -tPCytz4rww 4 valid_oof
87 -tPCytz4rww/16 -tPCytz4rww 4 valid_oof
88 -tPCytz4rww/18 -tPCytz4rww 4 valid_oof
89 -uywlfIYOS8/4 -uywlfIYOS8 4 valid_oof
90 -vxjVxOeScU/4 -vxjVxOeScU 3 valid_oof
91 -wMB_hJL-3o/7 -wMB_hJL-3o 3 valid_oof
92 -wny0OAz3g8/0 -wny0OAz3g8 2 valid_oof
93 -wny0OAz3g8/1 -wny0OAz3g8 2 valid_oof
94 -wny0OAz3g8/2 -wny0OAz3g8 2 valid_oof
95 -wny0OAz3g8/3 -wny0OAz3g8 2 valid_oof
96 -wny0OAz3g8/5 -wny0OAz3g8 2 valid_oof
97 -wny0OAz3g8/7 -wny0OAz3g8 2 valid_oof
98 -wny0OAz3g8/9 -wny0OAz3g8 2 valid_oof
99 -yRb-Jum7EQ/1 -yRb-Jum7EQ 5 valid_oof
100 -yRb-Jum7EQ/5 -yRb-Jum7EQ 5 valid_oof
101 -yRb-Jum7EQ/6 -yRb-Jum7EQ 5 valid_oof