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Classification research benchmarks – Page 167 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

91.9Accuracy (FNS)

4

Mar 23, 2026

84.1Accuracy (FNS)

4

Mar 23, 2026

75.7Accuracy (FNS)

4

Mar 23, 2026

100Accuracy (FNS)

4

Mar 23, 2026

67.3Accuracy (FNS)

4

Mar 23, 2026

90Accuracy (FNS)

4

Mar 23, 2026

XOR task (test)

Ternary Gamma + prototype

100Accuracy (XOR Test)

4

Mar 23, 2026

79.3Accuracy

4

Mar 18, 2026

71Accuracy

4

Mar 18, 2026

FB15k-237 14k entities, 272k triples (test)

89Weighted F1

4

Mar 18, 2026

BreaKHis 400X magnification

88.67Accuracy

4

Mar 17, 2026

BreaKHis 200X magnification

92.8Accuracy

4

Mar 17, 2026

BreaKHis 100X magnification

96.88Accuracy

4

Mar 17, 2026

BreaKHis 40X magnification

98.25Accuracy

4

Mar 17, 2026

90AUC

4

Mar 17, 2026

81AUC

4

Mar 17, 2026

OnlineShoppers missing percentage: 75% (test)

74.3AUC

4

Mar 13, 2026

LC25000 colon cancer

100Accuracy

4

Mar 13, 2026

Proposed (Ours)

95.89Accuracy

4

Mar 10, 2026

98Precision

4

Mar 5, 2026

63.9Clean Accuracy

4

Feb 27, 2026

ObjectNet (ObjNet) (test)

21Top-1 Accuracy

4

Feb 27, 2026

ImageNet Adversarial (IN-A) (test)

12.1Top-1 Accuracy

4

Feb 27, 2026

0.058Loss

4

Feb 26, 2026

63.07ACC

4

Feb 26, 2026

Page 167 of 202

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