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Benchmarks
Hierarchical Multi-Label Classification on SPO GO
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1.26
F1 Score
Imbalance Focal Weighted Loss
0.272
0.5285
0.785
1.0415
Feb 9, 2026
F1 Score
Precision
Recall
Bin. AP
AP
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
Bin. AP
AP
Imbalance Focal Weighted Loss
w˜0=0.25
2026.02
1.26
2.29
1.29
18.12
37.88
Imbalance Focal Weighted Loss
w˜0=0.50
2026.02
1.01
2.49
0.89
17.95
38.09
LPROS
2026.02
0.78
2.25
0.59
13.51
37.94
None
2026.02
0.68
1.85
0.54
13.65
38.19
HROS-PD
2026.02
0.31
0.94
0.25
9.15
36.98
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