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建立分批同步基线（基础文件）

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gloamxun
2026-09-23 23:24:01 +08:00
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math/results/model_comparison/fold_metrics.csv
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method,fold,train_samples,valid_samples,train_video_groups,valid_video_groups,accuracy,macro_f1,mae,pearson,feature_dimension
B0,1,80,20,31,6,0.75,0.29411764705882354,0.4224671095609665,0.39024875749849447,4385
B1,1,80,20,31,6,0.75,0.29411764705882354,0.43092925772070884,0.3768780281745036,4385
B2,1,80,20,31,6,0.75,0.2857142857142857,0.43804959058761594,0.3386523481377315,4385
B3,1,80,20,31,6,0.75,0.29411764705882354,0.42625029012560844,0.3688530099245201,4455
B4,1,80,20,31,6,0.8,0.42745098039215684,0.41526668667793276,0.3438838954822536,8225
B0,2,80,20,30,7,0.6,0.3639846743295019,0.776566531509161,0.3958411255263523,4385
B1,2,80,20,30,7,0.6,0.35714285714285715,0.8237437169998885,0.24091732574554836,4385
B2,2,80,20,30,7,0.6,0.35714285714285715,0.7888965889811516,0.3639766310607314,4385
B3,2,80,20,30,7,0.6,0.35714285714285715,0.8207762833684683,0.256615486910397,4455
B4,2,80,20,30,7,0.6,0.3639846743295019,0.8059555269777775,0.19887966518486633,8225
B0,3,80,20,29,8,0.65,0.44334975369458124,0.6439033597707748,0.4541649022346378,4385
B1,3,80,20,29,8,0.7,0.5119047619047619,0.6599065795540809,0.3794933845977076,4385
B2,3,80,20,29,8,0.6,0.35555555555555557,0.660385686159134,0.3833892851036205,4385
B3,3,80,20,29,8,0.65,0.44334975369458124,0.6637263983488083,0.36870656729912815,4455
B4,3,80,20,29,8,0.5,0.3956043956043956,0.6777055777609349,0.23098821201949785,8225
B0,4,80,20,29,8,0.4,0.19047619047619047,0.5507291875779629,0.32319803952574416,4385
B1,4,80,20,29,8,0.4,0.19047619047619047,0.6101470191031695,0.04446251878558958,4385
B2,4,80,20,29,8,0.35,0.1728395061728395,0.5764139499515295,0.17960866044359325,4385
B3,4,80,20,29,8,0.4,0.19047619047619047,0.6146079197525978,0.0589277387406542,4455
B4,4,80,20,29,8,0.45,0.2792022792022792,0.607093845307827,0.018750134966085342,8225
B0,5,80,20,29,8,0.6,0.39316239316239315,0.427672965824604,0.4759961702531348,4385
B1,5,80,20,29,8,0.6,0.39316239316239315,0.46998393908143044,0.3640829457789559,4385
B2,5,80,20,29,8,0.6,0.39316239316239315,0.4762579582631588,0.3999345205851506,4385
B3,5,80,20,29,8,0.55,0.37777777777777777,0.4736050248146057,0.34852228624958836,4455
B4,5,80,20,29,8,0.65,0.5221783047870004,0.45780793130397796,0.4075125228658822,8225
1 method fold train_samples valid_samples train_video_groups valid_video_groups accuracy macro_f1 mae pearson feature_dimension
2 B0 1 80 20 31 6 0.75 0.29411764705882354 0.4224671095609665 0.39024875749849447 4385
3 B1 1 80 20 31 6 0.75 0.29411764705882354 0.43092925772070884 0.3768780281745036 4385
4 B2 1 80 20 31 6 0.75 0.2857142857142857 0.43804959058761594 0.3386523481377315 4385
5 B3 1 80 20 31 6 0.75 0.29411764705882354 0.42625029012560844 0.3688530099245201 4455
6 B4 1 80 20 31 6 0.8 0.42745098039215684 0.41526668667793276 0.3438838954822536 8225
7 B0 2 80 20 30 7 0.6 0.3639846743295019 0.776566531509161 0.3958411255263523 4385
8 B1 2 80 20 30 7 0.6 0.35714285714285715 0.8237437169998885 0.24091732574554836 4385
9 B2 2 80 20 30 7 0.6 0.35714285714285715 0.7888965889811516 0.3639766310607314 4385
10 B3 2 80 20 30 7 0.6 0.35714285714285715 0.8207762833684683 0.256615486910397 4455
11 B4 2 80 20 30 7 0.6 0.3639846743295019 0.8059555269777775 0.19887966518486633 8225
12 B0 3 80 20 29 8 0.65 0.44334975369458124 0.6439033597707748 0.4541649022346378 4385
13 B1 3 80 20 29 8 0.7 0.5119047619047619 0.6599065795540809 0.3794933845977076 4385
14 B2 3 80 20 29 8 0.6 0.35555555555555557 0.660385686159134 0.3833892851036205 4385
15 B3 3 80 20 29 8 0.65 0.44334975369458124 0.6637263983488083 0.36870656729912815 4455
16 B4 3 80 20 29 8 0.5 0.3956043956043956 0.6777055777609349 0.23098821201949785 8225
17 B0 4 80 20 29 8 0.4 0.19047619047619047 0.5507291875779629 0.32319803952574416 4385
18 B1 4 80 20 29 8 0.4 0.19047619047619047 0.6101470191031695 0.04446251878558958 4385
19 B2 4 80 20 29 8 0.35 0.1728395061728395 0.5764139499515295 0.17960866044359325 4385
20 B3 4 80 20 29 8 0.4 0.19047619047619047 0.6146079197525978 0.0589277387406542 4455
21 B4 4 80 20 29 8 0.45 0.2792022792022792 0.607093845307827 0.018750134966085342 8225
22 B0 5 80 20 29 8 0.6 0.39316239316239315 0.427672965824604 0.4759961702531348 4385
23 B1 5 80 20 29 8 0.6 0.39316239316239315 0.46998393908143044 0.3640829457789559 4385
24 B2 5 80 20 29 8 0.6 0.39316239316239315 0.4762579582631588 0.3999345205851506 4385
25 B3 5 80 20 29 8 0.55 0.37777777777777777 0.4736050248146057 0.34852228624958836 4455
26 B4 5 80 20 29 8 0.65 0.5221783047870004 0.45780793130397796 0.4075125228658822 8225