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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/candidate_window_stats.csv
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method,modality,clip_count,video_id_count,candidate_count_mean_video_macro_mean,candidate_count_mean_ci95_low,candidate_count_mean_ci95_high,candidate_fraction_valid_mean_video_macro_mean,candidate_fraction_valid_mean_ci95_low,candidate_fraction_valid_mean_ci95_high,temporal_prior_mass_mean_video_macro_mean,temporal_prior_mass_mean_ci95_low,temporal_prior_mass_mean_ci95_high,candidate_mean_center_error_video_macro_mean,candidate_mean_center_error_ci95_low,candidate_mean_center_error_ci95_high
TSFA-global,audio,100,37,859.2909266409266,725.903935006435,1010.8943355855854,0.9999999840133748,0.9999999739948848,0.9999999929042089,1.0,1.0,1.0,0.23349895292516687,0.23334358473436637,0.23365915023423298
TSFA-global,vision,100,37,43.82829257829257,37.07407764907765,51.22568103818104,0.9999999899584969,0.9999999802928788,0.9999999976372933,1.0,1.0,1.0,0.23209808292734374,0.23138750004937297,0.23281616748889555
TSFA-main,audio,100,37,173.57981845948993,148.11770421039185,204.1688543426484,0.2027066824698029,0.20226793367661783,0.20315699026129216,0.7372228195819668,0.7367319915047317,0.7377194487338015,0.0008611694746814316,0.0007925661735736586,0.0009352763757801223
TSFA-main,vision,100,37,8.697594809082126,7.356396586381408,10.302393176907227,0.19806601293752601,0.19761108234273017,0.19851417924334616,0.7214869179295039,0.7187354109908368,0.7239951614850468,0.005114482842239538,0.004486957946824082,0.0057506511149799265
TSFA-multiply,audio,100,37,173.57981845948993,147.94183613935493,206.29472111888524,0.2027066824698029,0.20227122749140025,0.20313434986607776,0.7372228195819668,0.7367260256056134,0.737726254887409,0.0008611694746814316,0.0007943149040772448,0.0009299756654477927
TSFA-multiply,vision,100,37,8.697594809082126,7.429751027647465,10.313039470908723,0.19806601293752601,0.19755518793732132,0.19851298628820818,0.7214869179295039,0.7185624315606288,0.7239946865184925,0.005114482842239538,0.004483692884955575,0.0057248699215185035
TSFA-random,audio,100,37,165.4303607225725,140.97407569611394,193.95208463450228,0.1933617310581552,0.19281956570094802,0.1938787973451431,0.19230555606103,0.19073511667908855,0.19371052016348292,0.005423930897291032,0.00533451006593477,0.0055040052315254925
TSFA-random,vision,100,37,8.36343770343799,7.137826227282222,9.895227294917355,0.19097706449311183,0.1904804513221966,0.19147352101705237,0.19106015145038713,0.18928042240004053,0.1929521264620367,0.007972950431270442,0.007579205200452694,0.008422631476527104
1 method modality clip_count video_id_count candidate_count_mean_video_macro_mean candidate_count_mean_ci95_low candidate_count_mean_ci95_high candidate_fraction_valid_mean_video_macro_mean candidate_fraction_valid_mean_ci95_low candidate_fraction_valid_mean_ci95_high temporal_prior_mass_mean_video_macro_mean temporal_prior_mass_mean_ci95_low temporal_prior_mass_mean_ci95_high candidate_mean_center_error_video_macro_mean candidate_mean_center_error_ci95_low candidate_mean_center_error_ci95_high
2 TSFA-global audio 100 37 859.2909266409266 725.903935006435 1010.8943355855854 0.9999999840133748 0.9999999739948848 0.9999999929042089 1.0 1.0 1.0 0.23349895292516687 0.23334358473436637 0.23365915023423298
3 TSFA-global vision 100 37 43.82829257829257 37.07407764907765 51.22568103818104 0.9999999899584969 0.9999999802928788 0.9999999976372933 1.0 1.0 1.0 0.23209808292734374 0.23138750004937297 0.23281616748889555
4 TSFA-main audio 100 37 173.57981845948993 148.11770421039185 204.1688543426484 0.2027066824698029 0.20226793367661783 0.20315699026129216 0.7372228195819668 0.7367319915047317 0.7377194487338015 0.0008611694746814316 0.0007925661735736586 0.0009352763757801223
5 TSFA-main vision 100 37 8.697594809082126 7.356396586381408 10.302393176907227 0.19806601293752601 0.19761108234273017 0.19851417924334616 0.7214869179295039 0.7187354109908368 0.7239951614850468 0.005114482842239538 0.004486957946824082 0.0057506511149799265
6 TSFA-multiply audio 100 37 173.57981845948993 147.94183613935493 206.29472111888524 0.2027066824698029 0.20227122749140025 0.20313434986607776 0.7372228195819668 0.7367260256056134 0.737726254887409 0.0008611694746814316 0.0007943149040772448 0.0009299756654477927
7 TSFA-multiply vision 100 37 8.697594809082126 7.429751027647465 10.313039470908723 0.19806601293752601 0.19755518793732132 0.19851298628820818 0.7214869179295039 0.7185624315606288 0.7239946865184925 0.005114482842239538 0.004483692884955575 0.0057248699215185035
8 TSFA-random audio 100 37 165.4303607225725 140.97407569611394 193.95208463450228 0.1933617310581552 0.19281956570094802 0.1938787973451431 0.19230555606103 0.19073511667908855 0.19371052016348292 0.005423930897291032 0.00533451006593477 0.0055040052315254925
9 TSFA-random vision 100 37 8.36343770343799 7.137826227282222 9.895227294917355 0.19097706449311183 0.1904804513221966 0.19147352101705237 0.19106015145038713 0.18928042240004053 0.1929521264620367 0.007972950431270442 0.007579205200452694 0.008422631476527104