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Classification research benchmarks – Page 141 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

rice UCI (test)

91.9Accuracy

6

Feb 26, 2026

wilt UCI (test)

98.2Accuracy

6

Feb 26, 2026

page UCI (test)

97Accuracy

6

Feb 26, 2026

bidding UCI (test)

99.7Accuracy

6

Feb 26, 2026

room UCI (test)

99.7Accuracy

6

Feb 26, 2026

78.5Accuracy

6

Feb 26, 2026

magic UCI (test)

85.4Accuracy

6

Feb 26, 2026

occupancy UCI (test)

99.2Accuracy

6

Feb 26, 2026

avila UCI (test)

70.9Accuracy

6

Feb 26, 2026

61.11Audio Accuracy

6

May 25, 2026

93.8Average Accuracy

6

Feb 26, 2026

70.44Accuracy (Avg)

6

Feb 26, 2026

76.8Avg Accuracy

6

Feb 26, 2026

CLIP 200 random samples (test)

0.24Macro F1 Score

6

Feb 26, 2026

MTS-Specialty 200 random samples (test)

14Macro F1 Score

6

Feb 26, 2026

MedNLI 200 random samples (test)

88.6Macro F1 Score

6

Feb 26, 2026

79.31Accuracy

6

Feb 26, 2026

86.52Accuracy

6

Feb 26, 2026

CLIP Evaluation Suite v1 (test)

46.5Food101 Accuracy

6

Feb 26, 2026

CheXpert Exp. (test)

61.6F1 Score

6

Feb 26, 2026

ChestX-ray14 Exp. (test)

51.3F1 Score

6

Feb 26, 2026

10-task suite (LRA, Speech Commands, MNIST, CIFAR10)

33Avg Pruning Ratio

6

Feb 26, 2026

19.32Mean Test Error Rate

6

Feb 26, 2026

0.755AUC

6

Feb 26, 2026

Yelp Dir alpha=0.1

0.905Generalized Accuracy

6

Feb 26, 2026

Page 141 of 202

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