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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 162 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Intersecting spiral-plane Configuration 2

97Accuracy

4

Jun 23, 2026

Intersecting spiral-plane Configuration 1

97.9Accuracy

4

Jun 23, 2026

Intersecting planes Config 3 (test)

97.6Accuracy

4

Jun 23, 2026

Intersecting planes Config 2 (test)

98.1Accuracy

4

Jun 23, 2026

Intersecting planes Config 1 (test)

98.4Accuracy

4

Jun 23, 2026

49.58FPS

4

Jun 23, 2026

Case Study Hurricane Ian observations pooled FFE categories II

Extended Fine-tuned

91.7Accuracy

4

Jun 18, 2026

ChestXRay (test)

67.9Accuracy (Pretrained)

4

Jun 17, 2026

75.5Accuracy

4

Jun 11, 2026

60.72Accuracy

4

Jun 11, 2026

Earth-OneVision

75.74Recall

4

Jun 11, 2026

PROCESS Challenge (test)

Cascaded binary classification

58.6Macro F1 Score

4

Jun 5, 2026

74.4Accuracy

4

Jun 4, 2026

98.08Accuracy

4

Jun 4, 2026

90.22Accuracy

4

Jun 4, 2026

81.29Accuracy

4

Jun 4, 2026

87.95Accuracy

4

Jun 4, 2026

95.87Accuracy

4

Jun 4, 2026

79.29Accuracy

4

Jun 4, 2026

Magic G. Telescope

83.44Accuracy

4

Jun 4, 2026

98.61Accuracy

4

Jun 4, 2026

97.56Accuracy

4

Jun 4, 2026

92.89Accuracy

4

Jun 4, 2026

Heart Cleveland

86.87Accuracy

4

Jun 4, 2026

96.72Accuracy

4

Jun 4, 2026

Page 162 of 202

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