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Hierarchical Multi-label Classification research benchmarks · SOTA2 Research

Hierarchical Multi-label Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1.94F1 Score

5

Feb 27, 2026

6.6F1 Score

5

Feb 27, 2026

GASCH-2 FUN (test)

4.92F1 Score

5

Feb 27, 2026

GASCH-1 FUN (test)

7.42F1 Score

5

Feb 27, 2026

EXPR FUN (test)

8.5F1

5

Feb 27, 2026

EISEN FUN (test)

7.16F1 Score

5

Feb 27, 2026

DERISI FUN (test)

1.82F1 Score

5

Feb 27, 2026

CELLCYCLE FUN (test)

4.85F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

1.26F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

4.46F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

1.84F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

266F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

4.61F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

3.17F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

77F1 Score

5

Feb 27, 2026

Imbalance Focal Weighted Loss

1.94F1 Score

5

Feb 27, 2026

87.1AUPRC

4

Apr 1, 2026

97.7AUPRC

4

Apr 1, 2026

84.9AUPRC

4

Apr 1, 2026

90.4AUPRC

4

Mar 13, 2026

65.5Micro-F1

2

Feb 26, 2026

77Micro-F1

2

Feb 26, 2026

—

—F1 Score

0

Feb 26, 2026

—

—F1 Score

0

Feb 26, 2026

—

—F1 Score

0

Feb 26, 2026

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