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ResearchFormerly WizWand

Multi-label classification on Yahoo Arts 1

0.7512Macro-AUCD2ACE
0.7207280.7286390.736550.744461May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
D2ACEModel framework=CLIF2026.050.75120.1528
D2ACEBase Model=CLIF2026.050.7512—
DIHCLModel framework=CLIF2026.050.74950.1565
DIHCLBase Model=CLIF2026.050.7495—
ML-UncModel framework=CLIF2026.050.74860.1563
ML-UncBase Model=CLIF2026.050.7486—
Hard-ImbModel framework=CLIF2026.050.74820.1569
Hard-ImbBase Model=CLIF2026.050.7482—
RecentModel framework=CLIF2026.050.74790.1569
RecentBase Model=CLIF2026.050.7479—
BalanceModel framework=CLIF2026.050.74650.1564
BalanceBase Model=CLIF2026.050.7465—
RandomModel framework=CLIF2026.050.74410.1578
RandomBase Model=CLIF2026.050.7441—
ActiveModel framework=CLIF2026.050.74380.1572
ActiveBase Model=CLIF2026.050.7438—
Hard-ImbBase Model=DELA2026.050.7407—
D2ACEBase Model=DELA2026.050.7394—
RandomBase Model=PACA2026.050.7394—
RecentBase Model=DELA2026.050.7387—
ML-UncBase Model=DELA2026.050.7373—
ActiveBase Model=DELA2026.050.7371—
ActiveBase Model=PACA2026.050.7358—
BalanceBase Model=DELA2026.050.7352—
D2ACEBase Model=PACA2026.050.7319—
RandomBase Model=DELA2026.050.7315—
BalanceBase Model=PACA2026.050.731—
ML-UncBase Model=PACA2026.050.7282—
DIHCLBase Model=DELA2026.050.7277—
Hard-ImbBase Model=PACA2026.050.726—
DIHCLBase Model=PACA2026.050.7236—
RecentBase Model=PACA2026.050.7219—
ActiveBase Model=CLIF2026.05—0.1572
ActiveBase Model=DELA2026.05—0.1512
ActiveBase Model=PACA2026.05—0.1669
BalanceBase Model=CLIF2026.05—0.1564
BalanceBase Model=DELA2026.05—0.1495
BalanceBase Model=PACA2026.05—0.1682
D2ACEBase Model=CLIF2026.05—0.1528
D2ACEBase Model=DELA2026.05—0.149
D2ACEBase Model=PACA2026.05—0.1628
DIHCLBase Model=CLIF2026.05—0.1565
DIHCLBase Model=DELA2026.05—0.1572
DIHCLBase Model=PACA2026.05—0.1635
Hard-ImbBase Model=CLIF2026.05—0.1569
Hard-ImbBase Model=DELA2026.05—0.1527
Hard-ImbBase Model=PACA2026.05—0.1631
ML-UncBase Model=CLIF2026.05—0.1563
ML-UncBase Model=DELA2026.05—0.1495
ML-UncBase Model=PACA2026.05—0.1646
RandomBase Model=CLIF2026.05—0.1578
RandomBase Model=DELA2026.05—0.1525
RandomBase Model=PACA2026.05—0.1621
RecentBase Model=CLIF2026.05—0.1569
RecentBase Model=DELA2026.05—0.1504
RecentBase Model=PACA2026.05—0.1686