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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 195 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ScanObjectNN SONN (test)

64.9Accuracy

2

Feb 26, 2026

MEDIC OOD Evaluation

80.98Top-1 Accuracy (DS)

2

Feb 26, 2026

Stanford-Cars 25% labeled data

67.4Seen Accuracy

2

Feb 26, 2026

FGVC-Aircraft 25% labeled data

52.4Seen Accuracy

2

Feb 26, 2026

Oxford-IIIT Pet 25% labeled data

59.1Seen Accuracy

2

Feb 26, 2026

Digit Completion (test)

85.98Accuracy

2

Feb 26, 2026

Tiny ImageNet 200 (train)

227.647Training Delta R

2

Feb 26, 2026

CIFAR-100 (train)

218.019Training Delta R

2

Feb 26, 2026

CIFAR-10 (train)

49.4Training Delta R

2

Feb 26, 2026

44.643Training Delta R

2

Feb 26, 2026

0.81Weighted F1

2

Feb 26, 2026

CUB-200-2011 Unbalanced (test)

89.73Accuracy

2

Feb 26, 2026

CUB-200 Balanced 2011 (test)

89.23Accuracy

2

Feb 26, 2026

MNIST Unbalanced (test)

96.86Accuracy

2

Feb 26, 2026

MNIST Balanced (test)

97.95Accuracy

2

Feb 26, 2026

85.6Accuracy

2

Feb 26, 2026

Thyroid (5,65,150)

94.3Accuracy

2

Feb 26, 2026

Breast 9,85,201

72.7Accuracy

2

Feb 26, 2026

77.4mAP

2

Feb 26, 2026

UCI Phishing (test)

0.152Error Rate

2

Feb 26, 2026

UCI Iris (test)

17.3Error Rate

2

Feb 26, 2026

UCI Arrhythmia (test)

46.3Classification Error Rate

2

Feb 26, 2026

UCI Arcene (test)

48Error Rate

2

Feb 26, 2026

UCI Abalone (test)

73.6Classification Error

2

Feb 26, 2026

MLLMU-Bench Real Celebrity

51.8Accuracy

2

Feb 26, 2026

Page 195 of 202

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