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ResearchFormerly WizWand

Multi-label classification on birds

36.11Macro-F1Hard-Imb
0.19889.521918.84528.1681May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Hard-ImbBase Model=CLIF2026.0536.11
D2ACEBase Model=CLIF2026.0535.6
DIHCLBase Model=CLIF2026.0532.98
ActiveBase Model=CLIF2026.0532.9
RandomBase Model=CLIF2026.0532.51
BalanceBase Model=CLIF2026.0532.47
ML-UncBase Model=CLIF2026.0532.44
RecentBase Model=CLIF2026.0531.33
RecentBase Model=DELA2026.057.19
RandomBase Model=DELA2026.057
D2ACEBase Model=DELA2026.056.98
Hard-ImbBase Model=DELA2026.056.59
DIHCLBase Model=DELA2026.056.52
ActiveBase Model=DELA2026.056.45
BalanceBase Model=DELA2026.055.96
ML-UncBase Model=DELA2026.055.85
D2ACEBase Model=PACA2026.053.72
Hard-ImbBase Model=PACA2026.053.06
RecentBase Model=PACA2026.052.85
ML-UncBase Model=PACA2026.052.52
BalanceBase Model=PACA2026.052.23
DIHCLBase Model=PACA2026.052.21
ActiveBase Model=PACA2026.051.79
RandomBase Model=PACA2026.051.58