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ResearchFormerly WizWand

Multi-label classification on Yeast (Macro-AUC, Ranking-Loss)

0.7305Macro-AUCD2ACE
0.6995080.7075540.71560.723646May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
D2ACEModel framework=CLIF2026.050.73050.1616
D2ACEBase Model=CLIF2026.050.7305—
ML-UncModel framework=CLIF2026.050.72420.1645
ML-UncBase Model=CLIF2026.050.7242—
ActiveModel framework=CLIF2026.050.72360.1648
ActiveBase Model=CLIF2026.050.7236—
BalanceModel framework=CLIF2026.050.72340.1646
BalanceBase Model=CLIF2026.050.7234—
RecentModel framework=CLIF2026.050.7230.167
RecentBase Model=CLIF2026.050.723—
Hard-ImbModel framework=CLIF2026.050.72290.1658
Hard-ImbBase Model=CLIF2026.050.7229—
RandomModel framework=CLIF2026.050.72260.1654
RandomBase Model=CLIF2026.050.7226—
DIHCLModel framework=CLIF2026.050.72170.1682
DIHCLBase Model=CLIF2026.050.7217—
D2ACEBase Model=PACA2026.050.7158—
ActiveBase Model=PACA2026.050.715—
BalanceBase Model=PACA2026.050.715—
ML-UncBase Model=PACA2026.050.7143—
RecentBase Model=PACA2026.050.7129—
Hard-ImbBase Model=PACA2026.050.7127—
DIHCLBase Model=PACA2026.050.7122—
RandomBase Model=PACA2026.050.709—
BalanceBase Model=DELA2026.050.7081—
RecentBase Model=DELA2026.050.7048—
ML-UncBase Model=DELA2026.050.7048—
D2ACEBase Model=DELA2026.050.7047—
DIHCLBase Model=DELA2026.050.7033—
RandomBase Model=DELA2026.050.7028—
Hard-ImbBase Model=DELA2026.050.7017—
ActiveBase Model=DELA2026.050.7007—
ActiveBase Model=CLIF2026.05—0.1648
ActiveBase Model=DELA2026.05—0.1639
ActiveBase Model=PACA2026.05—0.1683
BalanceBase Model=CLIF2026.05—0.1646
BalanceBase Model=DELA2026.05—0.1639
BalanceBase Model=PACA2026.05—0.1664
D2ACEBase Model=CLIF2026.05—0.1616
D2ACEBase Model=DELA2026.05—0.1628
D2ACEBase Model=PACA2026.05—0.1638
DIHCLBase Model=CLIF2026.05—0.1682
DIHCLBase Model=DELA2026.05—0.167
DIHCLBase Model=PACA2026.05—0.1649
Hard-ImbBase Model=CLIF2026.05—0.1658
Hard-ImbBase Model=DELA2026.05—0.1656
Hard-ImbBase Model=PACA2026.05—0.1644
ML-UncBase Model=CLIF2026.05—0.1645
ML-UncBase Model=DELA2026.05—0.1658
ML-UncBase Model=PACA2026.05—0.1645
RandomBase Model=CLIF2026.05—0.1654
RandomBase Model=DELA2026.05—0.1647
RandomBase Model=PACA2026.05—0.165
RecentBase Model=CLIF2026.05—0.167
RecentBase Model=DELA2026.05—0.1636
RecentBase Model=PACA2026.05—0.1685