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ResearchFormerly WizWand

Multi-label classification on mediamill

87.01Macro-AUCD2ACE
79.844481.704783.56585.4253May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
D2ACEBase Model=PACA2026.0587.01—
ActiveBase Model=PACA2026.0586.99—
BalanceBase Model=PACA2026.0586.94—
RandomBase Model=PACA2026.0586.89—
DIHCLBase Model=PACA2026.0586.82—
RecentBase Model=PACA2026.0586.81—
ML-UncBase Model=PACA2026.0586.77—
Hard-ImbBase Model=PACA2026.0586.73—
Hard-ImbBase Model=DELA2026.0586.37—
D2ACEBase Model=DELA2026.0586.24—
BalanceBase Model=DELA2026.0586.19—
ML-UncBase Model=DELA2026.0586.17—
RecentBase Model=DELA2026.0586.11—
RandomBase Model=DELA2026.0586.1—
ActiveBase Model=DELA2026.0586.06—
DIHCLBase Model=DELA2026.0585.68—
Hard-ImbModel framework=CLIF2026.0581.294.4
Hard-ImbBase Model=CLIF2026.0581.29—
D2ACEModel framework=CLIF2026.0581.084.29
D2ACEBase Model=CLIF2026.0581.08—
DIHCLModel framework=CLIF2026.0580.434.39
DIHCLBase Model=CLIF2026.0580.43—
BalanceModel framework=CLIF2026.0580.284.38
BalanceBase Model=CLIF2026.0580.28—
RecentModel framework=CLIF2026.0580.274.38
RecentBase Model=CLIF2026.0580.27—
RandomModel framework=CLIF2026.0580.254.41
RandomBase Model=CLIF2026.0580.25—
ML-UncModel framework=CLIF2026.0580.184.38
ML-UncBase Model=CLIF2026.0580.18—
ActiveModel framework=CLIF2026.0580.124.42
ActiveBase Model=CLIF2026.0580.12—
ActiveBase Model=CLIF2026.05—4.42
ActiveBase Model=DELA2026.05—3.65
ActiveBase Model=PACA2026.05—3.52
BalanceBase Model=CLIF2026.05—4.38
BalanceBase Model=DELA2026.05—3.63
BalanceBase Model=PACA2026.05—3.47
D2ACEBase Model=CLIF2026.05—4.29
D2ACEBase Model=DELA2026.05—3.64
D2ACEBase Model=PACA2026.05—3.52
DIHCLBase Model=CLIF2026.05—4.39
DIHCLBase Model=DELA2026.05—3.75
DIHCLBase Model=PACA2026.05—3.58
Hard-ImbBase Model=CLIF2026.05—4.4
Hard-ImbBase Model=DELA2026.05—3.64
Hard-ImbBase Model=PACA2026.05—3.5
ML-UncBase Model=CLIF2026.05—4.38
ML-UncBase Model=DELA2026.05—3.65
ML-UncBase Model=PACA2026.05—3.51
RandomBase Model=CLIF2026.05—4.41
RandomBase Model=DELA2026.05—3.66
RandomBase Model=PACA2026.05—3.58
RecentBase Model=CLIF2026.05—4.38
RecentBase Model=DELA2026.05—3.66
RecentBase Model=PACA2026.05—3.54