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News Classification research benchmarks · SOTA2 Research

News Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

91.7Accuracy

48

May 12, 2026

Gemini-2.5-Flash

87.2Accuracy

9

May 28, 2026

XGLUE-NC (test)

87.8Accuracy (Non-Fed)

8

Feb 26, 2026

70.8F1 Score

7

Jun 8, 2026

AG News subset targeted BERT-small (test)

-0.016AUC-DEL Plus

7

Feb 26, 2026

XGLUE News Classification (test)

85Accuracy (DE)

5

Feb 26, 2026

31.8Accuracy

4

Mar 19, 2026

31.8Accuracy

4

Mar 19, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

AG News XGLUE MIND AGN BBCN

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