Multimodal Classification on UKB
0.8054AUROCMMPareto
Evaluation results
| Method | Links | |
|---|---|---|
| MMParetoMethod Category=Gradient-Based2025.12 | 0.8054 | |
| G-Blend OnlineMethod Category=Gradient-Based2025.12 | 0.8036 | |
| ARLMethod Category=Gradient-Based2025.12 | 0.7986 | |
| MMPMethod Category=Missing Data-Based2025.12 | 0.7984 | |
| OGMMethod Category=Gradient-Based2025.12 | 0.7982 | |
| OGMGEMethod Category=Gradient-Based2025.12 | 0.7982 | |
| Coupled MambaMethod Category=Fusion-Based2025.12 | 0.7974 | |
| IMDerMethod Category=Missing Data-Based2025.12 | 0.7969 | |
| ShaSpecMethod Category=Missing Data-Based2025.12 | 0.7968 | |
| SimBaMMCLSMethod Category=Missing Data-Based2025.12 | 0.7957 | |
| SimBaMMCLSMethod Category=Proposed2025.12 | 0.7957 | |
| BMMLMethod Category=Gradient-Based2025.12 | 0.794 | |
| RegBNMethod Category=Encoder-Based2025.12 | 0.7919 | |
| PDFMethod Category=Fusion-Based2025.12 | 0.7825 | |
| G-Blend OfflineMethod Category=Gradient-Based2025.12 | 0.7795 | |
| Best UnimodalMethod Category=Baseline2025.12 | 0.756 | |
| MBTMethod Category=Fusion-Based2025.12 | 0.7456 | |
| AUGMethod Category=Encoder-Based2025.12 | 0.7361 | |
| OMIBMethod Category=Fusion-Based2025.12 | 0.6262 | |
| DGLMethod Category=Gradient-Based2025.12 | 0.5803 | |
| LMFMethod Category=Fusion-Based2025.12 | 0.4999 |