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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 77 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MNIST (2-class)

89.6Accuracy

9

Jun 30, 2026

PHOEBI 6-class LCO (Held-out Combinations)

PROTOMATCH (proto match)

68.3F1 Score

9

Jun 23, 2026

PHOEBI 6-class LCO In-distribution (val)

DINOv2 e2e via PHOEBI pipeline

100F1 Score

9

Jun 23, 2026

98.77Average Accuracy

9

Jun 23, 2026

PROTEINS (10-fold CV)

71.3Accuracy

9

Jun 11, 2026

IMDB-M (10-fold CV)

41.3Accuracy

9

Jun 11, 2026

IMDB-B (10-fold CV)

64.4Accuracy

9

Jun 11, 2026

DD (10-fold CV)

75.4Accuracy

9

Jun 11, 2026

DrivFace (5 x 5 CV)

86.7Accuracy

9

Jun 5, 2026

RELATHE (5 x 5 CV)

89.42Accuracy

9

Jun 5, 2026

orlraws10P (5 x 5 CV)

100Accuracy

9

Jun 5, 2026

Churn-modelling (test)

78.98F1-score

9

Jun 4, 2026

39.66F1-score

9

Jun 4, 2026

Gesture-phase (test)

43.77F1 Score

9

Jun 4, 2026

33.75F1-score

9

Jun 4, 2026

92.02F1-score

9

Jun 4, 2026

Higgs small (test)

62.13F1-score

9

Jun 4, 2026

90.3Macro AUROC

9

Jun 4, 2026

COVID-19 Averaged Across All Donors

90.9ROC AUC

9

Jun 4, 2026

97Accuracy (Clean)

9

Jun 2, 2026

Miami Housing N=13,932 (full)

0.86AUROC

9

May 28, 2026

House 16H (full)

93.1AUROC

9

May 28, 2026

Pol N=10,082 (full)

0.996AUROC

9

May 28, 2026

92Accuracy

9

May 28, 2026

50.8Accuracy

9

May 28, 2026

Page 77 of 202

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