Multimodal Classification on HAIM
0.7181AUROCLMF
Evaluation results
| Method | Links | |
|---|---|---|
| LMFMethod Category=Fusion-Based2025.12 | 0.7181 | |
| OGMMethod Category=Gradient-Based2025.12 | 0.7172 | |
| G-Blend OfflineMethod Category=Gradient-Based2025.12 | 0.7148 | |
| G-Blend OnlineMethod Category=Gradient-Based2025.12 | 0.7123 | |
| AUGMethod Category=Encoder-Based2025.12 | 0.7103 | |
| BMMLMethod Category=Gradient-Based2025.12 | 0.7072 | |
| OGMGEMethod Category=Gradient-Based2025.12 | 0.7069 | |
| Best UnimodalMethod Category=Baseline2025.12 | 0.7042 | |
| OMIBMethod Category=Fusion-Based2025.12 | 0.704 | |
| MMParetoMethod Category=Gradient-Based2025.12 | 0.7021 | |
| ARLMethod Category=Gradient-Based2025.12 | 0.7 | |
| SimBaMMCLSMethod Category=Proposed2025.12 | 0.6985 | |
| RegBNMethod Category=Encoder-Based2025.12 | 0.6912 | |
| IMDerMethod Category=Missing Data-Based2025.12 | 0.69 | |
| PDFMethod Category=Fusion-Based2025.12 | 0.688 | |
| MulTMethod Category=Head-Based2025.12 | 0.6872 | |
| SimBaMMMethod Category=Proposed2025.12 | 0.6871 | |
| ShaSpecMethod Category=Missing Data-Based2025.12 | 0.6863 | |
| MBTMethod Category=Fusion-Based2025.12 | 0.6804 | |
| Coupled MambaMethod Category=Fusion-Based2025.12 | 0.6631 | |
| MMPMethod Category=Missing Data-Based2025.12 | 0.6611 | |
| SimBaMMMethod Category=Missing Data-Based2025.12 | 0.66 | |
| SimBaMMCLSMethod Category=Missing Data-Based2025.12 | 0.6558 | |
| DGLMethod Category=Gradient-Based2025.12 | 0.6143 |