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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 199 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PAD-UFES-20 (patient-level split)

Med-Gemini-M 1.5

78.8Accuracy

1

Feb 27, 2026

PubMed20k Report standard (test)

83.59Accuracy

1

Feb 26, 2026

1.17Training Speed-up Factor

1

Feb 26, 2026

2.03Training Speed-up

1

Feb 26, 2026

1.89Training Speed-up

1

Feb 26, 2026

1.56Training Speed-up

1

Feb 26, 2026

2.88Training Speed-up (x)

1

Feb 26, 2026

1.41Training Speed-up (x)

1

Feb 26, 2026

1.62Training Speed-up Factor

1

Feb 26, 2026

ModelNet40 Full supervision v1 (test)

89.2Accuracy

1

Feb 26, 2026

8.1Accuracy

1

Feb 26, 2026

29.5Accuracy

1

Feb 26, 2026

96.1Accuracy

1

Feb 26, 2026

VisDA-C (rectified)

54.5Accuracy

1

Feb 26, 2026

Financial Dataset 2016 (test)

—

—Primary metric

0

Apr 30, 2026

Financial Dataset 2015 (test)

—

—Primary metric

0

Apr 30, 2026

Financial Dataset 2014 (test)

—

—Primary metric

0

Apr 30, 2026

—

—Primary metric

0

Feb 26, 2026

Page blocks classification

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Speaker accent recognition

—

—Primary metric

0

Feb 26, 2026

—

—Robust Acc

0

Feb 27, 2026

—

—Robust Accuracy

0

Feb 27, 2026

—

—Robust Accuracy

0

Feb 27, 2026

Page 199 of 202

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