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Papers Benchmarks Datasets Tasks

One-shot Classification research benchmarks · SOTA2 Research

One-shot Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Belga to TopLogo 11-way (test)

84.43Accuracy

10

Feb 26, 2026

Belga to Flickr 32-way (test)

69.75Accuracy

10

Feb 26, 2026

GTSRB→GTSRB (22+21)-way

97.6Accuracy

6

Feb 26, 2026

GTSRB→TT100K 36-way

95.59Accuracy (%)

5

Feb 26, 2026

CTSD→CTSD (23+35)-way

93.53Accuracy

4

Feb 26, 2026

BTSC→BTSC (21+41)-way

93.25Accuracy

4

Feb 26, 2026

Popular datasets

GTSRB Belga to Flickr Belga to TopLogo GTSRB→TT100K BTSC

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