diff --git "a/few_shot_info/ucf_few_shot.csv" "b/few_shot_info/ucf_few_shot.csv"
new file mode 100644--- /dev/null
+++ "b/few_shot_info/ucf_few_shot.csv"
@@ -0,0 +1,13318 @@
+few_shot_og_name,label,split,video_name,vid_base_name,Unnamed: 0.1,Unnamed: 0,video_path,og_label,label_name,og_split,dataset,vid_base_path,vid_id,label_id,feat_base_name
+val0//videos/ApplyLipstick/v_ApplyLipstick_g01_c01.avi,0,val,v_ApplyLipstick_g01_c01,videos/ApplyLipstick/v_ApplyLipstick_g01_c01.avi,145,435,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g01_c01.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g01_c01.avi,v_ApplyLipstick_g01_c01,0,v_ApplyLipstick_g01_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g01_c02.avi,0,val,v_ApplyLipstick_g01_c02,videos/ApplyLipstick/v_ApplyLipstick_g01_c02.avi,146,436,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g01_c02.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g01_c02.avi,v_ApplyLipstick_g01_c02,0,v_ApplyLipstick_g01_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g01_c03.avi,0,val,v_ApplyLipstick_g01_c03,videos/ApplyLipstick/v_ApplyLipstick_g01_c03.avi,147,437,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g01_c03.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g01_c03.avi,v_ApplyLipstick_g01_c03,0,v_ApplyLipstick_g01_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g01_c04.avi,0,val,v_ApplyLipstick_g01_c04,videos/ApplyLipstick/v_ApplyLipstick_g01_c04.avi,148,438,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g01_c04.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g01_c04.avi,v_ApplyLipstick_g01_c04,0,v_ApplyLipstick_g01_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g01_c05.avi,0,val,v_ApplyLipstick_g01_c05,videos/ApplyLipstick/v_ApplyLipstick_g01_c05.avi,149,439,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g01_c05.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g01_c05.avi,v_ApplyLipstick_g01_c05,0,v_ApplyLipstick_g01_c05.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g02_c01.avi,0,val,v_ApplyLipstick_g02_c01,videos/ApplyLipstick/v_ApplyLipstick_g02_c01.avi,150,440,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g02_c01.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g02_c01.avi,v_ApplyLipstick_g02_c01,0,v_ApplyLipstick_g02_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g02_c02.avi,0,val,v_ApplyLipstick_g02_c02,videos/ApplyLipstick/v_ApplyLipstick_g02_c02.avi,151,441,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g02_c02.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g02_c02.avi,v_ApplyLipstick_g02_c02,0,v_ApplyLipstick_g02_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g02_c03.avi,0,val,v_ApplyLipstick_g02_c03,videos/ApplyLipstick/v_ApplyLipstick_g02_c03.avi,152,442,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g02_c03.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g02_c03.avi,v_ApplyLipstick_g02_c03,0,v_ApplyLipstick_g02_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g02_c04.avi,0,val,v_ApplyLipstick_g02_c04,videos/ApplyLipstick/v_ApplyLipstick_g02_c04.avi,153,443,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g02_c04.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g02_c04.avi,v_ApplyLipstick_g02_c04,0,v_ApplyLipstick_g02_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g03_c01.avi,0,val,v_ApplyLipstick_g03_c01,videos/ApplyLipstick/v_ApplyLipstick_g03_c01.avi,154,444,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g03_c01.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g03_c01.avi,v_ApplyLipstick_g03_c01,0,v_ApplyLipstick_g03_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g03_c02.avi,0,val,v_ApplyLipstick_g03_c02,videos/ApplyLipstick/v_ApplyLipstick_g03_c02.avi,155,445,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g03_c02.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g03_c02.avi,v_ApplyLipstick_g03_c02,0,v_ApplyLipstick_g03_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g03_c03.avi,0,val,v_ApplyLipstick_g03_c03,videos/ApplyLipstick/v_ApplyLipstick_g03_c03.avi,156,446,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g03_c03.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g03_c03.avi,v_ApplyLipstick_g03_c03,0,v_ApplyLipstick_g03_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g03_c04.avi,0,val,v_ApplyLipstick_g03_c04,videos/ApplyLipstick/v_ApplyLipstick_g03_c04.avi,157,447,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g03_c04.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g03_c04.avi,v_ApplyLipstick_g03_c04,0,v_ApplyLipstick_g03_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g04_c01.avi,0,val,v_ApplyLipstick_g04_c01,videos/ApplyLipstick/v_ApplyLipstick_g04_c01.avi,158,448,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g04_c01.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g04_c01.avi,v_ApplyLipstick_g04_c01,0,v_ApplyLipstick_g04_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g04_c02.avi,0,val,v_ApplyLipstick_g04_c02,videos/ApplyLipstick/v_ApplyLipstick_g04_c02.avi,159,449,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g04_c02.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g04_c02.avi,v_ApplyLipstick_g04_c02,0,v_ApplyLipstick_g04_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g04_c03.avi,0,val,v_ApplyLipstick_g04_c03,videos/ApplyLipstick/v_ApplyLipstick_g04_c03.avi,160,450,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g04_c03.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g04_c03.avi,v_ApplyLipstick_g04_c03,0,v_ApplyLipstick_g04_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g04_c04.avi,0,val,v_ApplyLipstick_g04_c04,videos/ApplyLipstick/v_ApplyLipstick_g04_c04.avi,161,451,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g04_c04.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g04_c04.avi,v_ApplyLipstick_g04_c04,0,v_ApplyLipstick_g04_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g04_c05.avi,0,val,v_ApplyLipstick_g04_c05,videos/ApplyLipstick/v_ApplyLipstick_g04_c05.avi,162,452,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g04_c05.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g04_c05.avi,v_ApplyLipstick_g04_c05,0,v_ApplyLipstick_g04_c05.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g05_c01.avi,0,val,v_ApplyLipstick_g05_c01,videos/ApplyLipstick/v_ApplyLipstick_g05_c01.avi,163,453,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g05_c01.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g05_c01.avi,v_ApplyLipstick_g05_c01,0,v_ApplyLipstick_g05_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g05_c02.avi,0,val,v_ApplyLipstick_g05_c02,videos/ApplyLipstick/v_ApplyLipstick_g05_c02.avi,164,454,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g05_c02.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g05_c02.avi,v_ApplyLipstick_g05_c02,0,v_ApplyLipstick_g05_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g05_c03.avi,0,val,v_ApplyLipstick_g05_c03,videos/ApplyLipstick/v_ApplyLipstick_g05_c03.avi,165,455,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g05_c03.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g05_c03.avi,v_ApplyLipstick_g05_c03,0,v_ApplyLipstick_g05_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g05_c04.avi,0,val,v_ApplyLipstick_g05_c04,videos/ApplyLipstick/v_ApplyLipstick_g05_c04.avi,166,456,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g05_c04.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g05_c04.avi,v_ApplyLipstick_g05_c04,0,v_ApplyLipstick_g05_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g05_c05.avi,0,val,v_ApplyLipstick_g05_c05,videos/ApplyLipstick/v_ApplyLipstick_g05_c05.avi,167,457,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g05_c05.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g05_c05.avi,v_ApplyLipstick_g05_c05,0,v_ApplyLipstick_g05_c05.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g06_c01.avi,0,val,v_ApplyLipstick_g06_c01,videos/ApplyLipstick/v_ApplyLipstick_g06_c01.avi,168,458,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g06_c01.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g06_c01.avi,v_ApplyLipstick_g06_c01,0,v_ApplyLipstick_g06_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g06_c02.avi,0,val,v_ApplyLipstick_g06_c02,videos/ApplyLipstick/v_ApplyLipstick_g06_c02.avi,169,459,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g06_c02.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g06_c02.avi,v_ApplyLipstick_g06_c02,0,v_ApplyLipstick_g06_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g06_c03.avi,0,val,v_ApplyLipstick_g06_c03,videos/ApplyLipstick/v_ApplyLipstick_g06_c03.avi,170,460,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g06_c03.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g06_c03.avi,v_ApplyLipstick_g06_c03,0,v_ApplyLipstick_g06_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g06_c04.avi,0,val,v_ApplyLipstick_g06_c04,videos/ApplyLipstick/v_ApplyLipstick_g06_c04.avi,171,461,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g06_c04.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g06_c04.avi,v_ApplyLipstick_g06_c04,0,v_ApplyLipstick_g06_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g06_c05.avi,0,val,v_ApplyLipstick_g06_c05,videos/ApplyLipstick/v_ApplyLipstick_g06_c05.avi,172,462,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g06_c05.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g06_c05.avi,v_ApplyLipstick_g06_c05,0,v_ApplyLipstick_g06_c05.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g07_c01.avi,0,val,v_ApplyLipstick_g07_c01,videos/ApplyLipstick/v_ApplyLipstick_g07_c01.avi,173,463,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g07_c01.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g07_c01.avi,v_ApplyLipstick_g07_c01,0,v_ApplyLipstick_g07_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g07_c02.avi,0,val,v_ApplyLipstick_g07_c02,videos/ApplyLipstick/v_ApplyLipstick_g07_c02.avi,174,464,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g07_c02.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g07_c02.avi,v_ApplyLipstick_g07_c02,0,v_ApplyLipstick_g07_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g07_c03.avi,0,val,v_ApplyLipstick_g07_c03,videos/ApplyLipstick/v_ApplyLipstick_g07_c03.avi,175,465,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g07_c03.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g07_c03.avi,v_ApplyLipstick_g07_c03,0,v_ApplyLipstick_g07_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g07_c04.avi,0,val,v_ApplyLipstick_g07_c04,videos/ApplyLipstick/v_ApplyLipstick_g07_c04.avi,176,466,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g07_c04.avi,1,ApplyLipstick,test,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g07_c04.avi,v_ApplyLipstick_g07_c04,0,v_ApplyLipstick_g07_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g08_c01.avi,0,val,v_ApplyLipstick_g08_c01,videos/ApplyLipstick/v_ApplyLipstick_g08_c01.avi,177,529,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g08_c01.avi,1,ApplyLipstick,train,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g08_c01.avi,v_ApplyLipstick_g08_c01,0,v_ApplyLipstick_g08_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g08_c02.avi,0,val,v_ApplyLipstick_g08_c02,videos/ApplyLipstick/v_ApplyLipstick_g08_c02.avi,178,530,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g08_c02.avi,1,ApplyLipstick,train,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g08_c02.avi,v_ApplyLipstick_g08_c02,0,v_ApplyLipstick_g08_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g08_c03.avi,0,val,v_ApplyLipstick_g08_c03,videos/ApplyLipstick/v_ApplyLipstick_g08_c03.avi,179,531,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g08_c03.avi,1,ApplyLipstick,train,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g08_c03.avi,v_ApplyLipstick_g08_c03,0,v_ApplyLipstick_g08_c03.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g08_c04.avi,0,val,v_ApplyLipstick_g08_c04,videos/ApplyLipstick/v_ApplyLipstick_g08_c04.avi,180,532,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g08_c04.avi,1,ApplyLipstick,train,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g08_c04.avi,v_ApplyLipstick_g08_c04,0,v_ApplyLipstick_g08_c04.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g09_c01.avi,0,val,v_ApplyLipstick_g09_c01,videos/ApplyLipstick/v_ApplyLipstick_g09_c01.avi,181,533,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g09_c01.avi,1,ApplyLipstick,train,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g09_c01.avi,v_ApplyLipstick_g09_c01,0,v_ApplyLipstick_g09_c01.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g09_c02.avi,0,val,v_ApplyLipstick_g09_c02,videos/ApplyLipstick/v_ApplyLipstick_g09_c02.avi,182,534,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g09_c02.avi,1,ApplyLipstick,train,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g09_c02.avi,v_ApplyLipstick_g09_c02,0,v_ApplyLipstick_g09_c02.pkl
+val0//videos/ApplyLipstick/v_ApplyLipstick_g09_c03.avi,0,val,v_ApplyLipstick_g09_c03,videos/ApplyLipstick/v_ApplyLipstick_g09_c03.avi,183,535,/fs/vulcan-datasets/UCF101/videos/ApplyLipstick/v_ApplyLipstick_g09_c03.avi,1,ApplyLipstick,train,ucf101,videos/ApplyLipstick/v_ApplyLipstick_g09_c03.avi,v_ApplyLipstick_g09_c03,0,v_ApplyLipstick_g09_c03.pkl
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