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ResearchFormerly WizWand

Multi-class Classification on ADNI

87.07AccuracyDFPL
57.908465.479273.0580.6208Jun 3, 2026Jun 7, 2026Jun 11, 2026Jun 16, 2026Jun 20, 2026Jun 24, 2026Jun 29, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DFPLMissing rate η=30%, Train/Test Image=70%, Train/Test Tabular=100%2026.0687.07——
DFPLMissing rate η=50%, Train/Test Image=50%, Train/Test Tabular=100%2026.0686.92——
DFPLMissing rate η=70%, Train/Test Image=30%, Train/Test Tabular=100%2026.0686.76——
DFPLMissing rate η=30%, Train/Test Image=85%, Train/Test Tabular=85%2026.0680.84——
DFPLMissing rate η=50%, Train/Test Image=75%, Train/Test Tabular=75%2026.0676.48——
DFPLMissing rate η=30%, Train/Test Image=100%, Train/Test Tabular=70%2026.0675.86——
DFPLMissing rate η=70%, Train/Test Image=65%, Train/Test Tabular=65%2026.0674.45——
DAIN2026.0673.5——
Late FusionFusion=Attn.2026.0670.9——
MMoE2026.0670.2——
MoE2026.0669.8——
Early FusionFusion=Concat.2026.0669.4——
Sparse MoE2026.0668.9——
DFPLMissing rate η=50%, Train/Test Image=100%, Train/Test Tabular=50%2026.0665.89——
DFPLMissing rate η=70%, Train/Test Image=100%, Train/Test Tabular=30%2026.0659.03——