tieredImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
tieredImageNet (test)
98.79Accuracy
282
tieredImageNet 5-way (test)
77.71-shot Acc
117
tieredImageNet (test)
87.49Accuracy
66
tieredImageNet 5-shot (test)
87.13Accuracy
41
tieredImageNet-H (test)
1.67Hierarchical Distance @1
38
tieredImageNet standard (test)
87.93Average Accuracy
34
tieredImageNet (test)
83.5Accuracy (1-shot)
26
tieredImageNet 5-way (meta-test)
80.62Accuracy
24
tieredImageNet 1-shot (meta-test)
66.33Accuracy
18
TieredImageNet ILSVRC-2012 (test)
86.5Accuracy
16
tieredImageNet (test)
71.01Accuracy
16
tieredImageNet (meta-test)
34.8Accuracy (5-way 1-shot)
8
tieredImageNet w/D (test)
84Accuracy
8