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Benchmarks
Classification on Flowers102 (test)
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99.42
Base Accuracy
PromptKD
63.6752
72.9551
82.235
91.5149
Mar 5, 2024
Base Accuracy
Novel Accuracy
HM Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Base Accuracy
Novel Accuracy
HM Accuracy
PromptKD
Domain Data=Few-shot +...
2024.03
99.42
82.62
90.24
PromptSRC
Domain Data=Few-shot,...
2024.03
98.07
76.5
85.95
GRIP
Domain Data=Few-shot +...
2024.03
97.83
80.87
88.54
IFPL
Domain Data=Few-shot +...
2024.03
97.73
80.27
88.14
FPL
Domain Data=Few-shot +...
2024.03
97.6
78.27
86.87
LaFTer
Domain Data=Unlabeled,...
2024.03
79.49
82.91
81.16
UPL
Domain Data=Unlabeled,...
2024.03
74.83
78.04
76.4
CLIP
Domain Data=Zero-shot,...
2024.03
72.08
77.8
74.83
CLIP-PR
Domain Data=Unlabeled,...
2024.03
65.05
71.13
67.96
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