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5-way Few-shot Image Classification on FC-100 (test)
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50.44
1-Shot Accuracy (5-way)
Transductive fine-tuning
36.2752
39.9526
43.63
47.3074
Sep 6, 2019
1-Shot Accuracy (5-way)
5-Shot Accuracy (5-way)
Updated 4d ago
Evaluation Results
Method
Method
Links
1-Shot Accuracy (5-way)
5-Shot Accuracy (5-way)
Transductive fine-tuning
Architecture=WRN-28-10...
2019.09
50.44
65.74
MetaOpt SVM
Architecture=ResNet-12...
2019.09
47.2
62.5
Support-based initialization
Architecture=WRN-28-10...
2019.09
45.08
60.05
Fine-tuning
Architecture=WRN-28-10...
2019.09
43.8
64.4
Transductive fine-tuning
Architecture=WRN-28-10...
2019.09
43.16
57.57
MetaOpt SVM
Architecture=ResNet-12...
2019.09
41.1
55.5
TADAM
Architecture=ResNet-12
2019.09
40.1
56.1
Fine-tuning
Architecture=WRN-28-10...
2019.09
38.25
57.19
Support-based initialization
Architecture=WRN-28-10...
2019.09
36.82
49.72
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