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Benchmarks
5-way Few-shot Image Classification on DomainNet
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97.36
Real Accuracy
FD-Align
89.664
91.662
93.66
95.658
Oct 23, 2023
Real Accuracy
Sketch Accuracy
Infograph Accuracy
Painting Accuracy
Clipart Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Real Accuracy
Sketch Accuracy
Infograph Accuracy
Painting Accuracy
Clipart Accuracy
FD-Align
Shot=5-shot, Evaluatio...
2023.10
97.36
91.2
82.02
91.37
94.83
FT
Shot=5-shot, Evaluatio...
2023.10
97.22
90.55
81.52
90.98
94.46
WiSE-FT
Shot=5-shot, Evaluatio...
2023.10
97.16
89.87
80.87
90.26
94.06
FT
Shot=1-shot, Evaluatio...
2023.10
92.48
79.01
65.48
79.34
85.84
FD-Align
Shot=1-shot, Evaluatio...
2023.10
92.45
79.27
65.61
79.06
85.86
WiSE-FT
Shot=1-shot, Evaluatio...
2023.10
89.96
73.84
61.93
74.92
81.55
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