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5-way Few-shot Classification research benchmarks – Page 2 · SOTA2 Research

5-way Few-shot Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CropDisease 20-shot (test)

95.67Accuracy

8

Feb 26, 2026

ChestX 20-shot (test)

27.44Accuracy

8

Feb 26, 2026

Penn Treebank v1 (test)

72.81-shot Accuracy (random)

8

Feb 26, 2026

73.21-shot Accuracy

6

Feb 26, 2026

66.71-shot Acc

6

Feb 26, 2026

821-shot Accuracy

3

Feb 26, 2026

82.5Accuracy (1-shot)

3

Feb 26, 2026

90.51-shot Acc

3

Feb 26, 2026

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ImageNet ChestX CUB tieredImageNet CropDisease

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