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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 200 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

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—Robust Accuracy

0

Feb 27, 2026

—

—Robust Accuracy

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

PatternNet (test)

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

HWF M=15 (full dataset)

—

—Primary metric

0

Feb 26, 2026

HWF M=7 (full dataset)

—

—Primary metric

0

Feb 26, 2026

—

—Clean Accuracy

0

Feb 26, 2026

16 datasets average (test)

—

—Robustness

0

Feb 26, 2026

STL10-2 unlabeled (train)

—

—Primary metric

0

Feb 26, 2026

STL10 unlabeled 1 (train)

—

—Primary metric

0

Feb 26, 2026

BIL&GIN 8 subjects (test)

—

—Primary metric

0

Feb 26, 2026

FairFace (test)

—

—Mean Accuracy

0

Feb 26, 2026

MS COCO 65 seen and 15 unseen classes (val)

—

—F1 (K=3)

0

Feb 26, 2026

Stanford Dogs few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

Stanford Cars few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

Oxford Pets few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

Oxford Flowers few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

MIT-67 few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

iCassava few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

FGVC Aircrafts few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

EuroSAT few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

Decathlon UCF101 few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

Decathlon Flowers few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

Decathlon DTD few-shot to high-shot

—

—Primary metric

0

Feb 26, 2026

Page 200 of 202

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