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Benchmarks
Hierarchical Multi-label Classification on AID
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84.9
AUPRC
HELM
63.892
69.346
74.8
80.254
Mar 12, 2026
AUPRC
Ranking Loss
Leaf-level AUPRC
Updated 18d ago
Evaluation Results
Method
Method
Links
AUPRC
Ranking Loss
Leaf-level AUPRC
HELM
Setting=Supervised
2026.03
84.9
0.017
-
HiMulConE
Setting=Supervised
2026.03
77
0.02
-
C-HMCNN
Setting=Supervised
2026.03
76.4
0.024
-
HMI
Setting=Supervised
2026.03
64.7
0.073
-
C-HMCNN
evaluation_level=leaf-...
2026.03
-
-
76.4
HiMulConE
evaluation_level=leaf-...
2026.03
-
-
77
HMI
evaluation_level=leaf-...
2026.03
-
-
64.7
MAPLE
evaluation_level=leaf-...
2026.03
-
-
87.2
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