Omniglot
Benchmarks
TaskDatasetSOTA resultTrendResults
Omniglot (test)
99.58Accuracy
109
Omniglot
99.9Accuracy
66
Omniglot to EMNIST (test)
90.81Accuracy
51
Omniglot (test)
99.93Accuracy
49
Omniglot 20-way 5-shot (test)
99.65Accuracy
43
Omniglot 20-way 1-shot (test)
99.12Accuracy
43
OMNIGLOT (test)
99.6Accuracy
39
Omniglot 5-way 1-shot (test)
98.23Accuracy
36
Omniglot 5-way 5-shot (test)
99.58Accuracy
35
Omniglot (test)
99.5Accuracy
34
Omniglot (train)
-108.62Log Likelihood
30
Omniglot (test)
-112.7Test Log Likelihood
30
Omniglot (test)
99.2Accuracy
28
OMNIGLOT (test)
89.05NLL
27
Omniglot (test)
99.8Accuracy (1-shot)
27
Omniglot
98.35Accuracy
23
Omniglot (test)
99.14Accuracy
23
Omniglot (val)
78.3Accuracy
21
Omniglot (val)
93.13Validation Accuracy
21
Omniglot (test)
99.63Accuracy
18
Omniglot (test)
98.8251-shot Accuracy
18
Omniglot 20-way (test)
98.97Accuracy
17
OMNIGLOT dynamically binarized (test)
88.29NLL
16
Omniglot 20-Way
99Accuracy
16
Omniglot Cross-domain transfer from CIFAR-FS (test)
77.03Accuracy
15