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Benchmarks
5-way Few-shot Image Classification on BSCDFSL
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91.84
Plant Disease Accuracy
FD-Align
73.276
78.0955
82.915
87.7345
Oct 23, 2023
Plant Disease Accuracy
ISIC Accuracy
EuroSAT Accuracy
ChestX Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Plant Disease Accuracy
ISIC Accuracy
EuroSAT Accuracy
ChestX Accuracy
FD-Align
Shot=5-shot, Evaluatio...
2023.10
91.84
38.91
77.25
24.95
WiSE-FT
Shot=5-shot, Evaluatio...
2023.10
91.78
39.54
80.96
25.08
FT
Shot=5-shot, Evaluatio...
2023.10
90.27
40.27
81.14
23.88
WiSE-FT
Shot=1-shot, Evaluatio...
2023.10
75.66
29.4
63.99
22.27
FD-Align
Shot=1-shot, Evaluatio...
2023.10
75.13
28.84
60.39
22.31
FT
Shot=1-shot, Evaluatio...
2023.10
73.99
29.66
64.49
21.76
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