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Zero-shot Image Classification research benchmarks – Page 4 · SOTA2 Research

Zero-shot Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

52.3Adversarial Accuracy

1

May 19, 2026

71.5Adversarial Accuracy

1

May 19, 2026

—

—Clean Accuracy

0

Feb 27, 2026

—

—Clean Accuracy

0

Feb 27, 2026

PDC Spanish Prompts (test)

—

—AUC

0

Feb 26, 2026

PDC English Prompts (test)

—

—AUC

0

Feb 26, 2026

CXP500 Spanish Prompts (test)

—

—AUC

0

Feb 26, 2026

CXP500 English Prompts (test)

—

—AUC

0

Feb 26, 2026

Page 4 of 4

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ImageNet AwA SUN PDC CUB

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