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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 171 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

annealing (test)

100Accuracy

4

Feb 26, 2026

GPT-2 small (paired-perplexity)

83Accuracy

4

Feb 26, 2026

Subjective Concepts Hard (test)

Modeling Collaborator

75Precision

4

Feb 26, 2026

Subjective Concepts Easy (test)

Modeling Collaborator

80Precision

4

Feb 26, 2026

80SV Cat Accuracy

4

Feb 26, 2026

61.4Baseline Accuracy

4

Feb 26, 2026

70.2Balanced Accuracy

4

Feb 26, 2026

N-ImageNet mini neuromorphic adaptation (test)

40.9Top-1 Acc

4

Feb 26, 2026

Noun Submanifold

88.1Top-1 Acc

4

Feb 26, 2026

CO with second-order extra features

97Accuracy

4

Feb 26, 2026

CIFAR-10-C 1.0 (test)

88.02Accuracy (Clean)

4

Feb 26, 2026

vertebral-column 2clases (80%-20% train-test)

Path Regularized Convex

83.9Accuracy

4

Feb 26, 2026

trains (80%-20% train-test)

Standard Non-convex

100Accuracy

4

Feb 26, 2026

Statlog-Heart (80%-20% train-test)

Path Regularized Convex

83.3Accuracy

4

Feb 26, 2026

planning 80%-20% (train-test)

Path Regularized Convex

70.3Accuracy

4

Feb 26, 2026

pittsburg-bridges T-OR-D (80%-20% train-test)

Standard Non-convex

95.2Accuracy

4

Feb 26, 2026

parkinsons (80%-20% train-test)

Path Regularized Convex

100Accuracy

4

Feb 26, 2026

musk-1 (80%-20% train-test)

Standard Non-convex

95.8Accuracy

4

Feb 26, 2026

molec-biol-promoter (80%-20% train-test)

Standard Non-convex

81.8Accuracy

4

Feb 26, 2026

heart hungarian (80%-20% train-test split)

Standard Non-convex

83.1Accuracy

4

Feb 26, 2026

Haberman Survival (80%-20% train-test)

Path Regularized Convex

77.4Accuracy

4

Feb 26, 2026

fertility 80%-20% (train test)

Path Regularized Convex

80Accuracy

4

Feb 26, 2026

echocardiogram (80%-20% train test)

Standard Non-convex

70.4Accuracy

4

Feb 26, 2026

conn-bench-sonar-mines-rocks 80%-20% train-test split

Path Regularized Convex

83.3Accuracy

4

Feb 26, 2026

Congressional Voting (80%-20% train-test split)

Standard Non-convex

66.7Accuracy

4

Feb 26, 2026

Page 171 of 202

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