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Benchmarks
5-way Classification on CIFAR100 Fewshot (test)
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45.1
Accuracy (1-shot)
MTL
37.82
39.71
41.6
43.49
Dec 6, 2018
Accuracy (1-shot)
Accuracy (5-shot)
Accuracy (10-shot)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (1-shot)
Accuracy (5-shot)
Accuracy (10-shot)
MTL
Learning strategy=SS [...
2018.12
45.1
57.6
63.4
MTL
Learning strategy=SS [...
2018.12
43.6
55.4
62.4
MAML deep, HT
Learning strategy=FT [...
2018.12
41.8
55.1
61.9
TADAM
Feature extractor=ResN...
2018.12
40.1
56.1
61.6
MAML, HT
Learning strategy=FT [...
2018.12
39.9
51.7
57.2
MAML
Feature extractor=4 CO...
2018.12
38.1
50.4
56.2
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