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Papers Benchmarks Datasets Tasks

Category Classification research benchmarks · SOTA2 Research

Category Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Federated Controllable Text Generation with Refinement

74.87Accuracy

20

Mar 10, 2026

Zappos50k in-domain (test)

97.17Top-1 Acc

10

Feb 26, 2026

HOWS-CL-25 long category

RECALL var. reg.

40.65Average Accuracy

8

Feb 26, 2026

HOWS-CL-25 category

57.83Average Accuracy

8

Feb 26, 2026

iCIFAR-100 (category)

61.15Avg Accuracy

8

Feb 26, 2026

Popular datasets

HOWS-CL Yelp iCIFAR Zappos

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