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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 118 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

6 Remote Sensing Datasets 2-shot

81.86Average Accuracy (2-shot)

7

Mar 16, 2026

6 Remote Sensing Datasets 1-shot

74.27Accuracy

7

Mar 16, 2026

SeismicBumps 75% missing (test)

68.48AUC

7

Mar 13, 2026

SeismicBumps 5% missing (test)

77.39AUC

7

Mar 13, 2026

0.05EO Gap

7

Mar 13, 2026

0.061EO Gap

7

Mar 13, 2026

2.3EO Gap

7

Mar 13, 2026

80.1Accuracy

7

Mar 13, 2026

GDSC2 (unseen cell lines)

98.2AUROC

7

Mar 13, 2026

0.928AUROC

7

Mar 13, 2026

91.4AUROC

7

Mar 13, 2026

95.6AUROC

7

Mar 13, 2026

0.965AUROC

7

Mar 13, 2026

PPVR sex (test)

33.41F1 Score

7

Mar 12, 2026

62.58F1 Score

7

Mar 12, 2026

Income sex (test)

67.66F1 Score

7

Mar 12, 2026

Income race (test)

67.66F1 Score

7

Mar 12, 2026

Credit age (test)

83.47F1 Score

7

Mar 12, 2026

Credit sex (test)

83.47F1 Score

7

Mar 12, 2026

Ricci race (test)

99.13F1 Score

7

Mar 12, 2026

0EOpp

7

Mar 12, 2026

94F1 Score

7

Mar 12, 2026

92.4Recall

7

Mar 12, 2026

74.7Recall

7

Mar 12, 2026

97Recall

7

Mar 12, 2026

Page 118 of 202

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