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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 134 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

19Average Set Size

12

Jul 1, 2026

90.9Accuracy (Zero-Shot)

12

Jul 1, 2026

67.7Zero-Shot Accuracy

12

Jul 1, 2026

60.3Zero-Shot Acc

12

Jul 1, 2026

53.4Zero-Shot Accuracy

12

Jul 1, 2026

0.05CovGap

12

Jul 1, 2026

0.08CovGap

12

Jul 1, 2026

12CovGap

12

Jul 1, 2026

0.14CovGap

12

Jul 1, 2026

9CovGap

12

Jul 1, 2026

0.06CovGap

12

Jul 1, 2026

0.06CovGap

12

Jul 1, 2026

0.11CovGap

12

Jul 3, 2026

0.11CovGap

12

Jul 1, 2026

ImageNet (test)

96.76Top-1 Accuracy (Animals)

12

Jul 1, 2026

CIFAR-10 (test)

92.03Accuracy (10-class)

12

Jun 25, 2026

81.8Accuracy

12

Jun 24, 2026

77.4Accuracy

12

Jun 24, 2026

80.4Accuracy

12

Jun 24, 2026

94.7Accuracy

12

Jun 24, 2026

80.2Accuracy

12

Jun 23, 2026

53.5Accuracy

12

Jun 23, 2026

PACS Open Domain (test)

59.32Accuracy (Art)

12

Jun 18, 2026

Office-Home Open Domain Setting (Average)

57.31Acc

12

Jun 18, 2026

Office-Home Real World Open Domain Setting

68.6Accuracy

12

Jun 18, 2026

Page 134 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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