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Benchmarks
10-way Few-shot Classification on miniImageNet (test)
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38.44
1-shot Accuracy
TPN
30.8064
32.7882
34.77
36.7518
May 25, 2018
1-shot Accuracy
5-shot Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
1-shot Accuracy
5-shot Accuracy
TPN
Transduction=Yes, High...
2018.05
38.44
52.77
TPN
Transduction=Yes
2018.05
36.62
52.32
Label Propagation
Transduction=Yes
2018.05
35.23
51.24
RELATION NET
Transduction=BN
2018.05
34.86
47.94
PROTO NET
Transduction=No, Highe...
2018.05
34.61
50.09
PROTO NET
Transduction=No
2018.05
32.88
49.29
Reptile + BN
Transduction=BN
2018.05
32
47.6
MAML+Transduction
Transduction=Yes
2018.05
31.83
48.23
MAML
Transduction=BN
2018.05
31.27
46.92
Reptile
Transduction=No
2018.05
31.1
44.66
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