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ResearchFormerly WizWand

Multilabel classification on mediamill (test)

56.3Macro F1 ScoreCD-GTMLL
2.313616.329330.34544.3607Feb 17, 2026Mar 2, 2026Mar 16, 2026Mar 30, 2026Apr 12, 2026Apr 26, 2026May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CD-GTMLL2026.0256.3—42.9
LCIFS2026.0255.4—41
MLC-NC2026.0255.3—41.6
ML-Decoder2026.0255.1—40.9
ASL2026.0254.6—40.4
BalanceMix2026.0254.5—40.2
C-Tran2026.0254—39.9
ML-GCN2026.0253.3—39.3
LSFA2026.0253.2—39.1
DBL2026.0252.9—38.7
SRB2026.0252.1—38
PE2026.0251.8—37.7
CC2026.0250.7—37.1
MLBOTE2026.0249.8—36.3
GCB2026.0249.4—35.5
Hard-ImbBase Model=PACA2026.0515.5——
D2ACEBase Model=PACA2026.0514.79——
RandomBase Model=PACA2026.0514.63——
DIHCLBase Model=PACA2026.0514.51——
BalanceBase Model=PACA2026.0514.32——
RecentBase Model=PACA2026.0514.05——
ActiveBase Model=PACA2026.0513.95——
ML-UncBase Model=PACA2026.0513.18——
RecentBase Model=DELA2026.0511.02——
D2ACEBase Model=DELA2026.0510.82——
ActiveBase Model=DELA2026.0510.53——
ML-UncBase Model=DELA2026.0510.49——
RandomBase Model=DELA2026.0510.12——
Hard-ImbBase Model=DELA2026.059.95——
BalanceBase Model=DELA2026.059.79——
DIHCLBase Model=DELA2026.059.39——
D2ACEBase Model=CLIF2026.055.06——
ActiveBase Model=CLIF2026.054.86——
RecentBase Model=CLIF2026.054.85——
RandomBase Model=CLIF2026.054.82——
BalanceBase Model=CLIF2026.054.82——
Hard-ImbBase Model=CLIF2026.054.81——
ML-UncBase Model=CLIF2026.054.61——
DIHCLBase Model=CLIF2026.054.39——
Input-concave SPENEnergy=Input-concave SPEN2022.05—96.95—
PairwiseEnergy=Pairwise2022.05—96.95—
SPENEnergy=SPEN2022.05—96.68—
UnaryEnergy=linear2022.05—96.84—
UnaryEnergy=rectifier network2022.05—96.91—