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Classification research benchmarks – Page 170 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

In-Writing-Base

50.1Accuracy

4

Feb 26, 2026

In-Writing-Base

74.5Accuracy

4

Feb 26, 2026

In-Writing-Base

86.9Accuracy

4

Feb 26, 2026

95.2F1

4

Feb 26, 2026

96.9Accuracy

4

Feb 26, 2026

92.7Accuracy

4

Feb 26, 2026

80.5Accuracy

4

Feb 26, 2026

61.6F1 Score

4

Feb 26, 2026

Pascal3D+ 60-80% occlusion

49.4Acc (Elastic Transform)

4

Feb 26, 2026

Pascal3D+ 40-60% occlusion

0.712Elastic Transform Acc

4

Feb 26, 2026

Pascal3D+ 20-40% occlusion

71.2Elastic Transform Score

4

Feb 26, 2026

Pascal3D+ 0% occlusion

87.2Robustness - Elastic Transform

4

Feb 26, 2026

UDAParts to Pascal3D+ 60-80% occlusion

75.3Accuracy

4

Feb 26, 2026

UDAParts to Pascal3D+ 40-60% occlusion

86.1Accuracy

4

Feb 26, 2026

UDAParts to Pascal3D+ 20-40% occlusion

95.7Accuracy

4

Feb 26, 2026

UDAParts to Pascal3D+ 0% occlusion

99.2Accuracy

4

Feb 26, 2026

Aircraft Out-of-Domain (test)

41.5OOD Accuracy

4

Feb 26, 2026

Aircraft In-Domain (test)

88.2ID Accuracy

4

Feb 26, 2026

Aircraft Overall (test)

73Accuracy

4

Feb 26, 2026

commercial Wrench (test)

96F1 Score

4

Feb 26, 2026

tennis Wrench (test)

76F1 Score

4

Feb 26, 2026

Private Dataset Gender (test)

75.71Accuracy

4

Feb 26, 2026

95.2Accuracy

4

Feb 26, 2026

breast-cancer-wisconsin (test)

97.37Accuracy

4

Feb 26, 2026

audit-risk (test)

98.72Accuracy

4

Feb 26, 2026

Page 170 of 202

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