/
exp.log
86 lines (55 loc) · 2.14 KB
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exp.log
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imagenet: 60.32
16 8 4 2 1
Tip 62.01 61.45 60.98 60.96 60.70
Tip-F 65.51 64.00 62.52 61.69 61.13
CLIP-A 63.59 62.68 61.84 61.52 61.20
sun397: 58.52
16 8 4 2 1
Tip 66.85 65.62 64.15 62.70 61.30
Tip-F 71.47 68.87 66.21 63.64 62.50
CLIP-A 69.55 67.50 65.96 63.29 61.30
oxford_pets: 85.83
16 8 4 2 1
Tip 88.14 87.03 86.45 87.03 86.10
Tip-F 89.70 88.09 87.54 87.03 87.00
CLIP-A 87.84 87.65 87.46 86.73 85.99
eurosat: 37.52
16 8 4 2 1
Tip 70.54 67.95 65.32 61.68 54.38
Tip-F 84.54 77.93 74.12 66.15 59.53
CLIP-A 84.43 77.93 73.38 63.90 61.40
caltech101: 85.92
16 8 4 2 1
Tip 90.18 89.83 89.39 88.44 87.18
Tip-F 92.86 91.44 90.56 89.74 89.33
CLIP-A 92.49 91.40 89.98 89.37 88.60
dtd: 42.20
16 8 4 2 1
Tip 60.93 58.63 53.96 49.47 46.22
Tip-F 66.55 62.71 57.39 53.72 49.65
CLIP-A 65.96 61.00 56.86 51.48 45.80
fgvc: 17.10
16 8 4 2 1
Tip 29.76 25.59 22.41 21.21 19.05
Tip-F 35.55 30.21 25.80 23.19 20.22
CLIP-A 32.10 26.25 22.59 20.10 17.49
food101: 77.32
16 8 4 2 1
Tip 77.83 77.76 77.54 77.52 77.42
Tip-F 79.43 78.64 78.24 77.81 77.51
CLIP-A 78.25 78.04 77.92 77.22 76.82
oxford_flowers: 66.02
16 8 4 2 1
Tip 89.89 87.98 83.80 79.13 73.12
Tip-F 94.80 91.51 88.83 82.30 79.98
CLIP-A 93.90 91.72 87.17 81.61 73.49
ucf101: 61.35
16 8 4 2 1
Tip 70.58 68.68 66.46 64.74 62.60
Tip-F 78.03 74.25 70.55 66.43 64.87
CLIP-A 76.76 73.30 69.05 67.12 62.20
stanford_cars: 55.74
16 8 4 2 1
Tip 66.77 62.93 61.45 57.93 57.54
Tip-F 75.74 69.25 64.57 61.50 58.86
CLIP-A 74.01 67.89 62.45 58.74 55.13