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Benchmarks
Hierarchical Multi-Label Classification on CELLCYCLE GO
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1.94
F1 Score
Imbalance Focal Weighted Loss
0.536
0.9005
1.265
1.6295
Feb 9, 2026
F1 Score
Precision
Recall
Binary AP
AP
Updated 3d ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
Binary AP
AP
Imbalance Focal Weighted Loss
w˜0=0.25
2026.02
1.94
3.22
1.86
19.84
40.93
Imbalance Focal Weighted Loss
w˜0=0.50
2026.02
1.47
3.29
1.23
19.49
41.24
LPROS
2026.02
1.38
4.05
1.01
16.45
40.7
None
2026.02
1.16
3.23
0.86
16.31
41.34
HROS-PD
2026.02
0.59
2.26
0.43
11.37
40.29
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