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加入实验输出（批次 13/14）

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gloamxun
2026-09-23 23:37:34 +08:00
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deep_learning/Q1/outputs/tsfa/shifted_reconstruction_summary.csv
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method,target_modality,shifted_modality,abs_delta,clip_count,video_id_count,aligned_mae_same_support_video_macro_mean,aligned_mae_same_support_ci95_low,aligned_mae_same_support_ci95_high,shifted_mae_video_macro_mean,shifted_mae_ci95_low,shifted_mae_ci95_high,gain_shift_minus_aligned_video_macro_mean,gain_shift_minus_aligned_ci95_low,gain_shift_minus_aligned_ci95_high
M4_sourceTime,audio,vision,1,100,37,0.10648079388657068,0.09498403317711335,0.11971105591350258,0.10648057482407897,0.09536464065503321,0.1203203971314147,-2.190624917080248e-07,-3.002898652523641e-06,2.836719715064019e-06
M4_sourceTime,audio,vision,10,100,37,0.10608212038697232,0.09495647062817791,0.11900391438347258,0.10613144132552779,0.09468061707438626,0.12023388864214406,4.932093855548141e-05,-0.000138402270899901,0.0002644478668511099
M4_sourceTime,audio,vision,2,100,37,0.10634162971084272,0.0951935955060543,0.12024532359561485,0.10634258744158634,0.09515405380473113,0.12009526039769572,9.577307436201306e-07,-1.0696270178279515e-05,1.3246172074194955e-05
M4_sourceTime,audio,vision,5,100,37,0.1060977863330044,0.09541860889488209,0.11980911076375722,0.1061057905801574,0.09548577428451295,0.1195104905764324,8.004247152986875e-06,-5.808767217863869e-05,7.687466521118136e-05
M4_sourceTime,text,vision,1,100,37,0.3524187293592465,0.3221663890648929,0.3832589358215371,0.35242382845190495,0.3240157492065436,0.38444638677967397,5.09909265852445e-06,-8.073796445031578e-06,2.1147349556082562e-05
M4_sourceTime,text,vision,10,100,37,0.34596756801060324,0.31742921319489337,0.37868989748536663,0.34664258137473164,0.31755937971955817,0.3774341924067551,0.0006750133641284713,-0.0002579232627475584,0.0017880953921477383
M4_sourceTime,text,vision,2,100,37,0.35132473441234785,0.32286859659712197,0.38345827370335456,0.3513478712829614,0.3224631958370705,0.38120628674285656,2.3136870613531815e-05,-2.753329515642539e-05,8.594694638849325e-05
M4_sourceTime,text,vision,5,100,37,0.3485910437432214,0.3205305428072932,0.3803397981259862,0.348778251139507,0.3203935584532843,0.3815424183815085,0.00018720739628561882,-9.496389538631425e-05,0.0005151327779809838
M4_sourceTime,vision,audio,1,100,37,0.2231766281827664,0.20607600232587064,0.24236390166586727,0.22317987500195693,0.20554712626708696,0.2422070137882051,3.246819190537148e-06,-2.2809803989287967e-06,9.420666630299547e-06
M4_sourceTime,vision,audio,10,100,37,0.22307425242673293,0.20607910972755006,0.24121378121482856,0.22325032634755695,0.2067523672321235,0.24305877808947715,0.00017607392082394369,-0.00022312340428489366,0.0006277892943623485
M4_sourceTime,vision,audio,2,100,37,0.22316048174652228,0.20552624977176193,0.24224169822075334,0.22317257495856702,0.2061885128990303,0.2429836954945456,1.209321204478625e-05,-9.359554453552767e-06,3.6892148305301144e-05
M4_sourceTime,vision,audio,5,100,37,0.2231394299643585,0.20618209030565493,0.24110680100715395,0.22321575703646734,0.20586565202003376,0.2427468816852832,7.632707210888122e-05,-4.880731381197847e-05,0.0002121602112554407
TSFA-main,audio,vision,1,100,37,0.24988408831952214,0.22469871818983359,0.27840707807349385,0.24988695082411724,0.22501213166380882,0.2790530408493829,2.8625045951371134e-06,-1.742456965739765e-05,2.272696183944069e-05
TSFA-main,audio,vision,10,100,37,0.24386757700414372,0.2190698984802626,0.2733444834273454,0.2444317758278318,0.21902110992468563,0.27219107996658004,0.000564198823688062,-0.00022641418153737327,0.001395855642402091
TSFA-main,audio,vision,2,100,37,0.24895100756913924,0.22416956525924045,0.27810367903911887,0.24896510513695155,0.22274126205659267,0.27930326741638245,1.4097567812305108e-05,-4.732088382019858e-05,7.63355802100572e-05
TSFA-main,audio,vision,5,100,37,0.2463452433058948,0.22097869036887005,0.2751587883843783,0.246497264087475,0.2214858425035993,0.2751850658218311,0.0001520207815802389,-0.00014739758679055951,0.0004554734628724275
TSFA-main,text,vision,1,100,37,0.3476741555274325,0.32148611245427566,0.3737497650390369,0.3476541439183967,0.32086054265937813,0.37359475283999777,-2.0011609035824965e-05,-6.729367620210594e-05,3.311202856174665e-05
TSFA-main,text,vision,10,100,37,0.33808821519346943,0.3123830481146549,0.36471129622609255,0.3382066619050689,0.31227041983330905,0.365546023769169,0.00011844671159944317,-0.001876128714584399,0.002146817830318111
TSFA-main,text,vision,2,100,37,0.3463484496062007,0.3194491144852671,0.372250999602138,0.34635784703948913,0.31847836298931187,0.3729820835754293,9.397433288411396e-06,-0.0001571169486153489,0.00020347758379682152
TSFA-main,text,vision,5,100,37,0.3427197299862511,0.31759720182711926,0.3687916805460675,0.34274824133142034,0.3161611675319563,0.37042456927433204,2.8511345169156534e-05,-0.0007572757773635113,0.0009358633216909969
TSFA-main,vision,audio,1,100,37,0.30385903824985366,0.2804930920345874,0.32447569376476193,0.3038967083492334,0.28237160721884863,0.32535285142726206,3.767009937983119e-05,2.2140309296097684e-05,5.2699988083822036e-05
TSFA-main,vision,audio,10,100,37,0.30352860244078117,0.2808613100727914,0.32450677675282535,0.30500827796376856,0.28273082537522215,0.32564273932073723,0.0014796755229874467,0.0004977929359841301,0.002395565682036881
TSFA-main,vision,audio,2,100,37,0.30382711134055096,0.2824193253098451,0.32531113133968326,0.3039569732806986,0.2827239277182888,0.3254230913166988,0.0001298619401475382,7.685713367700474e-05,0.00018430574637678292
TSFA-main,vision,audio,5,100,37,0.3037293283725082,0.2824902004786779,0.3239507917223273,0.30433064016570666,0.2829440499471156,0.32495928013412795,0.0006013117931984567,0.00028662674138598147,0.0009081425354786053
1 method target_modality shifted_modality abs_delta clip_count video_id_count aligned_mae_same_support_video_macro_mean aligned_mae_same_support_ci95_low aligned_mae_same_support_ci95_high shifted_mae_video_macro_mean shifted_mae_ci95_low shifted_mae_ci95_high gain_shift_minus_aligned_video_macro_mean gain_shift_minus_aligned_ci95_low gain_shift_minus_aligned_ci95_high
2 M4_sourceTime audio vision 1 100 37 0.10648079388657068 0.09498403317711335 0.11971105591350258 0.10648057482407897 0.09536464065503321 0.1203203971314147 -2.190624917080248e-07 -3.002898652523641e-06 2.836719715064019e-06
3 M4_sourceTime audio vision 10 100 37 0.10608212038697232 0.09495647062817791 0.11900391438347258 0.10613144132552779 0.09468061707438626 0.12023388864214406 4.932093855548141e-05 -0.000138402270899901 0.0002644478668511099
4 M4_sourceTime audio vision 2 100 37 0.10634162971084272 0.0951935955060543 0.12024532359561485 0.10634258744158634 0.09515405380473113 0.12009526039769572 9.577307436201306e-07 -1.0696270178279515e-05 1.3246172074194955e-05
5 M4_sourceTime audio vision 5 100 37 0.1060977863330044 0.09541860889488209 0.11980911076375722 0.1061057905801574 0.09548577428451295 0.1195104905764324 8.004247152986875e-06 -5.808767217863869e-05 7.687466521118136e-05
6 M4_sourceTime text vision 1 100 37 0.3524187293592465 0.3221663890648929 0.3832589358215371 0.35242382845190495 0.3240157492065436 0.38444638677967397 5.09909265852445e-06 -8.073796445031578e-06 2.1147349556082562e-05
7 M4_sourceTime text vision 10 100 37 0.34596756801060324 0.31742921319489337 0.37868989748536663 0.34664258137473164 0.31755937971955817 0.3774341924067551 0.0006750133641284713 -0.0002579232627475584 0.0017880953921477383
8 M4_sourceTime text vision 2 100 37 0.35132473441234785 0.32286859659712197 0.38345827370335456 0.3513478712829614 0.3224631958370705 0.38120628674285656 2.3136870613531815e-05 -2.753329515642539e-05 8.594694638849325e-05
9 M4_sourceTime text vision 5 100 37 0.3485910437432214 0.3205305428072932 0.3803397981259862 0.348778251139507 0.3203935584532843 0.3815424183815085 0.00018720739628561882 -9.496389538631425e-05 0.0005151327779809838
10 M4_sourceTime vision audio 1 100 37 0.2231766281827664 0.20607600232587064 0.24236390166586727 0.22317987500195693 0.20554712626708696 0.2422070137882051 3.246819190537148e-06 -2.2809803989287967e-06 9.420666630299547e-06
11 M4_sourceTime vision audio 10 100 37 0.22307425242673293 0.20607910972755006 0.24121378121482856 0.22325032634755695 0.2067523672321235 0.24305877808947715 0.00017607392082394369 -0.00022312340428489366 0.0006277892943623485
12 M4_sourceTime vision audio 2 100 37 0.22316048174652228 0.20552624977176193 0.24224169822075334 0.22317257495856702 0.2061885128990303 0.2429836954945456 1.209321204478625e-05 -9.359554453552767e-06 3.6892148305301144e-05
13 M4_sourceTime vision audio 5 100 37 0.2231394299643585 0.20618209030565493 0.24110680100715395 0.22321575703646734 0.20586565202003376 0.2427468816852832 7.632707210888122e-05 -4.880731381197847e-05 0.0002121602112554407
14 TSFA-main audio vision 1 100 37 0.24988408831952214 0.22469871818983359 0.27840707807349385 0.24988695082411724 0.22501213166380882 0.2790530408493829 2.8625045951371134e-06 -1.742456965739765e-05 2.272696183944069e-05
15 TSFA-main audio vision 10 100 37 0.24386757700414372 0.2190698984802626 0.2733444834273454 0.2444317758278318 0.21902110992468563 0.27219107996658004 0.000564198823688062 -0.00022641418153737327 0.001395855642402091
16 TSFA-main audio vision 2 100 37 0.24895100756913924 0.22416956525924045 0.27810367903911887 0.24896510513695155 0.22274126205659267 0.27930326741638245 1.4097567812305108e-05 -4.732088382019858e-05 7.63355802100572e-05
17 TSFA-main audio vision 5 100 37 0.2463452433058948 0.22097869036887005 0.2751587883843783 0.246497264087475 0.2214858425035993 0.2751850658218311 0.0001520207815802389 -0.00014739758679055951 0.0004554734628724275
18 TSFA-main text vision 1 100 37 0.3476741555274325 0.32148611245427566 0.3737497650390369 0.3476541439183967 0.32086054265937813 0.37359475283999777 -2.0011609035824965e-05 -6.729367620210594e-05 3.311202856174665e-05
19 TSFA-main text vision 10 100 37 0.33808821519346943 0.3123830481146549 0.36471129622609255 0.3382066619050689 0.31227041983330905 0.365546023769169 0.00011844671159944317 -0.001876128714584399 0.002146817830318111
20 TSFA-main text vision 2 100 37 0.3463484496062007 0.3194491144852671 0.372250999602138 0.34635784703948913 0.31847836298931187 0.3729820835754293 9.397433288411396e-06 -0.0001571169486153489 0.00020347758379682152
21 TSFA-main text vision 5 100 37 0.3427197299862511 0.31759720182711926 0.3687916805460675 0.34274824133142034 0.3161611675319563 0.37042456927433204 2.8511345169156534e-05 -0.0007572757773635113 0.0009358633216909969
22 TSFA-main vision audio 1 100 37 0.30385903824985366 0.2804930920345874 0.32447569376476193 0.3038967083492334 0.28237160721884863 0.32535285142726206 3.767009937983119e-05 2.2140309296097684e-05 5.2699988083822036e-05
23 TSFA-main vision audio 10 100 37 0.30352860244078117 0.2808613100727914 0.32450677675282535 0.30500827796376856 0.28273082537522215 0.32564273932073723 0.0014796755229874467 0.0004977929359841301 0.002395565682036881
24 TSFA-main vision audio 2 100 37 0.30382711134055096 0.2824193253098451 0.32531113133968326 0.3039569732806986 0.2827239277182888 0.3254230913166988 0.0001298619401475382 7.685713367700474e-05 0.00018430574637678292
25 TSFA-main vision audio 5 100 37 0.3037293283725082 0.2824902004786779 0.3239507917223273 0.30433064016570666 0.2829440499471156 0.32495928013412795 0.0006013117931984567 0.00028662674138598147 0.0009081425354786053