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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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commit 6f0c9cfce7
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deep_learning/Q1/outputs/tsfa/paired_contrasts.csv
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left_method,right_method,metric_family,pair,metric,clip_count,video_id_count,left_minus_right_video_macro_mean,ci95_low,ci95_high
TSFA-main,M4_sourceTime,overall,all_pairs,content_auc_mean,100,37,0.08220965725730794,0.07113723316940294,0.09569307390121884
TSFA-main,M4_sourceTime,overall,all_pairs,canonical_pairwise_time_mae_mean,100,37,0.005933525736358895,0.005308267109580502,0.006529948953558749
TSFA-main,M4_sourceTime,content_pair,text_audio,matched_vs_shifted_auc,100,37,0.22839960553258426,0.19753921496296828,0.2586728798778832
TSFA-main,M4_sourceTime,content_pair,text_vision,matched_vs_shifted_auc,100,37,0.014769676306245455,0.00615762201696377,0.024147940037301717
TSFA-main,M4_sourceTime,content_pair,audio_vision,matched_vs_shifted_auc,100,37,0.003459689933094183,-0.0127482317281187,0.01864119744744742
TSFA-main,TSFA-random,overall,all_pairs,content_auc_mean,100,37,-0.00515277824366921,-0.011173873250387557,0.0007255270180419965
TSFA-main,TSFA-random,overall,all_pairs,canonical_pairwise_time_mae_mean,100,37,-0.18037076895618454,-0.18509186583110665,-0.17551767054171094
TSFA-main,TSFA-random,content_pair,text_audio,matched_vs_shifted_auc,100,37,-0.006585777347446219,-0.015532873664531726,0.0009897398589461357
TSFA-main,TSFA-random,content_pair,text_vision,matched_vs_shifted_auc,100,37,-0.00486624211597616,-0.014786038407090595,0.004877792533937811
TSFA-main,TSFA-random,content_pair,audio_vision,matched_vs_shifted_auc,100,37,-0.004006315267585209,-0.013151033853001922,0.005371947005658802
TSFA-main,TSFA-global,overall,all_pairs,content_auc_mean,100,37,-0.05848399593235586,-0.06921582521604686,-0.04751669353941074
TSFA-main,TSFA-global,overall,all_pairs,canonical_pairwise_time_mae_mean,100,37,-0.17289980508939898,-0.17836035039600534,-0.16750727197744386
TSFA-main,TSFA-global,content_pair,text_audio,matched_vs_shifted_auc,100,37,-0.043605316657843264,-0.053833684686776434,-0.03223812133752294
TSFA-main,TSFA-global,content_pair,text_vision,matched_vs_shifted_auc,100,37,-0.06761675904628031,-0.0849899430490521,-0.050819432782896884
TSFA-main,TSFA-global,content_pair,audio_vision,matched_vs_shifted_auc,100,37,-0.06422991209294399,-0.0784464424435834,-0.050670400781670726
TSFA-multiply,TSFA-main,overall,all_pairs,content_auc_mean,100,37,3.9622924596328686e-05,-0.0011158515658515594,0.0011833296608728741
TSFA-multiply,TSFA-main,overall,all_pairs,canonical_pairwise_time_mae_mean,100,37,-0.0025367852317495707,-0.0027293981115725143,-0.0023532245292300245
TSFA-multiply,TSFA-main,content_pair,text_audio,matched_vs_shifted_auc,100,37,-0.0021643335014345675,-0.003420222806393028,-0.0009433171987527146
TSFA-multiply,TSFA-main,content_pair,text_vision,matched_vs_shifted_auc,100,37,0.0019311283167666208,-3.923633930282419e-05,0.003844595478837497
TSFA-multiply,TSFA-main,content_pair,audio_vision,matched_vs_shifted_auc,100,37,0.00035207395845693497,-0.001707745444912998,0.0025183332791377994
TSFA-main,M3_noSourceTime,overall,all_pairs,content_auc_mean,100,37,-0.08134204496416375,-0.09018397700115897,-0.07252863456636728
TSFA-main,M3_noSourceTime,overall,all_pairs,canonical_pairwise_time_mae_mean,100,37,-0.18092685065902986,-0.18650572139607072,-0.17507314724507567
TSFA-main,M3_noSourceTime,content_pair,text_audio,matched_vs_shifted_auc,100,37,-0.11151433985277072,-0.126396370047384,-0.09652581659832322
TSFA-main,M3_noSourceTime,content_pair,text_vision,matched_vs_shifted_auc,100,37,-0.08788246281996281,-0.10456414269512673,-0.07031106495933623
TSFA-main,M3_noSourceTime,content_pair,audio_vision,matched_vs_shifted_auc,100,37,-0.04462933221975775,-0.054448958632834964,-0.0345335877670984
1 left_method right_method metric_family pair metric clip_count video_id_count left_minus_right_video_macro_mean ci95_low ci95_high
2 TSFA-main M4_sourceTime overall all_pairs content_auc_mean 100 37 0.08220965725730794 0.07113723316940294 0.09569307390121884
3 TSFA-main M4_sourceTime overall all_pairs canonical_pairwise_time_mae_mean 100 37 0.005933525736358895 0.005308267109580502 0.006529948953558749
4 TSFA-main M4_sourceTime content_pair text_audio matched_vs_shifted_auc 100 37 0.22839960553258426 0.19753921496296828 0.2586728798778832
5 TSFA-main M4_sourceTime content_pair text_vision matched_vs_shifted_auc 100 37 0.014769676306245455 0.00615762201696377 0.024147940037301717
6 TSFA-main M4_sourceTime content_pair audio_vision matched_vs_shifted_auc 100 37 0.003459689933094183 -0.0127482317281187 0.01864119744744742
7 TSFA-main TSFA-random overall all_pairs content_auc_mean 100 37 -0.00515277824366921 -0.011173873250387557 0.0007255270180419965
8 TSFA-main TSFA-random overall all_pairs canonical_pairwise_time_mae_mean 100 37 -0.18037076895618454 -0.18509186583110665 -0.17551767054171094
9 TSFA-main TSFA-random content_pair text_audio matched_vs_shifted_auc 100 37 -0.006585777347446219 -0.015532873664531726 0.0009897398589461357
10 TSFA-main TSFA-random content_pair text_vision matched_vs_shifted_auc 100 37 -0.00486624211597616 -0.014786038407090595 0.004877792533937811
11 TSFA-main TSFA-random content_pair audio_vision matched_vs_shifted_auc 100 37 -0.004006315267585209 -0.013151033853001922 0.005371947005658802
12 TSFA-main TSFA-global overall all_pairs content_auc_mean 100 37 -0.05848399593235586 -0.06921582521604686 -0.04751669353941074
13 TSFA-main TSFA-global overall all_pairs canonical_pairwise_time_mae_mean 100 37 -0.17289980508939898 -0.17836035039600534 -0.16750727197744386
14 TSFA-main TSFA-global content_pair text_audio matched_vs_shifted_auc 100 37 -0.043605316657843264 -0.053833684686776434 -0.03223812133752294
15 TSFA-main TSFA-global content_pair text_vision matched_vs_shifted_auc 100 37 -0.06761675904628031 -0.0849899430490521 -0.050819432782896884
16 TSFA-main TSFA-global content_pair audio_vision matched_vs_shifted_auc 100 37 -0.06422991209294399 -0.0784464424435834 -0.050670400781670726
17 TSFA-multiply TSFA-main overall all_pairs content_auc_mean 100 37 3.9622924596328686e-05 -0.0011158515658515594 0.0011833296608728741
18 TSFA-multiply TSFA-main overall all_pairs canonical_pairwise_time_mae_mean 100 37 -0.0025367852317495707 -0.0027293981115725143 -0.0023532245292300245
19 TSFA-multiply TSFA-main content_pair text_audio matched_vs_shifted_auc 100 37 -0.0021643335014345675 -0.003420222806393028 -0.0009433171987527146
20 TSFA-multiply TSFA-main content_pair text_vision matched_vs_shifted_auc 100 37 0.0019311283167666208 -3.923633930282419e-05 0.003844595478837497
21 TSFA-multiply TSFA-main content_pair audio_vision matched_vs_shifted_auc 100 37 0.00035207395845693497 -0.001707745444912998 0.0025183332791377994
22 TSFA-main M3_noSourceTime overall all_pairs content_auc_mean 100 37 -0.08134204496416375 -0.09018397700115897 -0.07252863456636728
23 TSFA-main M3_noSourceTime overall all_pairs canonical_pairwise_time_mae_mean 100 37 -0.18092685065902986 -0.18650572139607072 -0.17507314724507567
24 TSFA-main M3_noSourceTime content_pair text_audio matched_vs_shifted_auc 100 37 -0.11151433985277072 -0.126396370047384 -0.09652581659832322
25 TSFA-main M3_noSourceTime content_pair text_vision matched_vs_shifted_auc 100 37 -0.08788246281996281 -0.10456414269512673 -0.07031106495933623
26 TSFA-main M3_noSourceTime content_pair audio_vision matched_vs_shifted_auc 100 37 -0.04462933221975775 -0.054448958632834964 -0.0345335877670984