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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 124 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.75Accuracy

7

Feb 26, 2026

Yahoo!News (test)

0.666Accuracy

7

Feb 26, 2026

Soccer Player (test)

56.02Accuracy

7

Feb 26, 2026

50.45Accuracy

7

Feb 26, 2026

BirdSong (test)

74.23Accuracy

7

Feb 26, 2026

77.02Accuracy

7

Feb 26, 2026

CIFAR-100-C (test)

35.9Average Error Rate

7

Feb 26, 2026

Permuted MNIST 9 (test)

83.56Accuracy

7

Feb 26, 2026

ImageNet-100 50% seen 50% novel

83.9Accuracy (Seen)

7

Feb 26, 2026

CIFAR-100 10% labeled data (test)

OpenLDN-MixMatch

55Known Class Accuracy

7

Feb 26, 2026

ADHD PKU, KKI, NYU sites (combined)

72.1AUC

7

Feb 26, 2026

UPMC Food-101 (test)

92.5Accuracy

7

Feb 26, 2026

gls (Glass) (test)

33.7Test Error Rate

7

Feb 26, 2026

win (Wine) (test)

3.7Test Error Rate

7

Feb 26, 2026

irs (Iris) (test)

1.1Error Rate

7

Feb 26, 2026

wis (Wisconsin) (test)

2.4Average Test Error Rate

7

Feb 26, 2026

20.9Test Error Rate

7

Feb 26, 2026

0Best Test Error Rate

7

Feb 26, 2026

0Test Error Rate

7

Feb 26, 2026

0Test Error Rate

7

Feb 26, 2026

FCNN Classification model

87.79F1 Score

7

Feb 26, 2026

FCNN Classification model

91.03F1 Score

7

Feb 26, 2026

96.6Accuracy

7

Feb 26, 2026

64.367Balanced Accuracy

7

Feb 26, 2026

92.531Balanced Accuracy

7

Feb 26, 2026

Page 124 of 202

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