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SOTA Hierarchical Multi-label Classification benchmarks and papers with code | Wizwand
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Hierarchical Multi-label Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
SPO FUN (test)
node weighting
F1 Score
1.94
5
3d ago
SEQ FUN (test)
node weighting
F1 Score
6.6
5
3d ago
GASCH-2 FUN (test)
node weighting
F1 Score
4.92
5
3d ago
GASCH-1 FUN (test)
node weighting
F1 Score
7.42
5
3d ago
EXPR FUN (test)
node weighting
F1
8.5
5
3d ago
EISEN FUN (test)
node weighting
F1 Score
7.16
5
3d ago
DERISI FUN (test)
node weighting
F1 Score
1.82
5
3d ago
CELLCYCLE FUN (test)
node weighting
F1 Score
4.85
5
3d ago
SPO GO
Imbalance Focal Weighted Loss
F1 Score
1.26
5
3d ago
SEQ (GO)
Imbalance Focal Weighted Loss
F1 Score
4.46
5
3d ago
GASCH GO 2
Imbalance Focal Weighted Loss
F1 Score
1.84
5
3d ago
GASCH-1 GO
Imbalance Focal Weighted Loss
F1 Score
266
5
3d ago
EXPR GO
Imbalance Focal Weighted Loss
F1 Score
4.61
5
3d ago
EISEN GO
Imbalance Focal Weighted Loss
F1 Score
3.17
5
3d ago
DERISI GO
Imbalance Focal Weighted Loss
F1 Score
77
5
3d ago
CELLCYCLE GO
Imbalance Focal Weighted Loss
F1 Score
1.94
5
3d ago
Yelp
HiLAP
Micro-F1
65.5
2
4d ago
NYTimes
HIDDENjnt
Micro-F1
77
2
4d ago
SPO (FUN)
-
F1 Score
-
0
4d ago
SEQ (FUN)
-
F1 Score
-
0
4d ago
GASCH-1 FUN
-
F1 Score
-
0
4d ago
EXPR (FUN)
-
F1 Score
-
0
4d ago
EISEN FUN
-
F1 Score
-
0
4d ago
CELLCYCLE FUN
-
F1
-
0
4d ago
SPO GO FUN (test)
-
F1 Score
-
0
4d ago
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