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Papers Benchmarks Datasets Tasks

Closed-Set Classification research benchmarks · SOTA2 Research

Closed-Set Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 (50-50)

71.2Accuracy

45

Jun 26, 2026

CIFAR-100 (20 / 80)

68.77Accuracy

45

Jun 26, 2026

93.64Accuracy

45

Jun 26, 2026

LoT-insts Few-shot (test)

character-level BERT-based model

49.36Accuracy

8

Feb 26, 2026

LoT-insts Medium-shot (test)

character-level BERT-based model

71.68Accuracy

8

Feb 26, 2026

LoT-insts Many-shot (test)

90.01Accuracy

8

Feb 26, 2026

LoT-insts Overall (test)

84Accuracy

8

Feb 26, 2026

Popular datasets

LoT-insts CIFAR CIFAR-100

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