Multi-class Classification on ADNI
87.07AccuracyDFPL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DFPLMissing rate η=30%, Train/Test Image=70%, Train/Test Tabular=100%2026.06 | 87.07 | — | — | |
| DFPLMissing rate η=50%, Train/Test Image=50%, Train/Test Tabular=100%2026.06 | 86.92 | — | — | |
| DFPLMissing rate η=70%, Train/Test Image=30%, Train/Test Tabular=100%2026.06 | 86.76 | — | — | |
| DFPLMissing rate η=30%, Train/Test Image=85%, Train/Test Tabular=85%2026.06 | 80.84 | — | — | |
| DFPLMissing rate η=50%, Train/Test Image=75%, Train/Test Tabular=75%2026.06 | 76.48 | — | — | |
| DFPLMissing rate η=30%, Train/Test Image=100%, Train/Test Tabular=70%2026.06 | 75.86 | — | — | |
| DFPLMissing rate η=70%, Train/Test Image=65%, Train/Test Tabular=65%2026.06 | 74.45 | — | — | |
| DAIN2026.06 | 73.5 | — | — | |
| Late FusionFusion=Attn.2026.06 | 70.9 | — | — | |
| MMoE2026.06 | 70.2 | — | — | |
| MoE2026.06 | 69.8 | — | — | |
| Early FusionFusion=Concat.2026.06 | 69.4 | — | — | |
| Sparse MoE2026.06 | 68.9 | — | — | |
| DFPLMissing rate η=50%, Train/Test Image=100%, Train/Test Tabular=50%2026.06 | 65.89 | — | — | |
| DFPLMissing rate η=70%, Train/Test Image=100%, Train/Test Tabular=30%2026.06 | 59.03 | — | — |