Multi-label classification on UK Biobank (test)
0.8491AUCRoVTL
Evaluation results
| Method | Links | |
|---|---|---|
| RoVTLBackbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.8491 | |
| RoVTLBackbone status=Frozen, Inference modality=Image-Tabular2025.12 | 0.8468 | |
| Max Fuse*Backbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.829 | |
| Concat Fuse*Backbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.829 | |
| Max FuseBackbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.8138 | |
| TIPBackbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.8049 | |
| TIPBackbone status=Frozen, Inference modality=Image-Tabular2025.12 | 0.7808 | |
| Max Fuse*Backbone status=Frozen, Inference modality=Image-Tabular2025.12 | 0.7761 | |
| TGVBackbone status=Trainable, Inference modality=Image Only2025.12 | 0.7678 | |
| Concat FuseBackbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.7633 | |
| Concat Fuse*Backbone status=Frozen, Inference modality=Image-Tabular2025.12 | 0.761 | |
| MMCLBackbone status=Trainable, Inference modality=Image Only2025.12 | 0.7543 | |
| Concat FuseBackbone status=Frozen, Inference modality=Image-Tabular2025.12 | 0.7513 | |
| Max FuseBackbone status=Frozen, Inference modality=Image-Tabular2025.12 | 0.7445 | |
| MMCLBackbone status=Frozen, Inference modality=Image Only2025.12 | 0.7352 | |
| TGVBackbone status=Frozen, Inference modality=Image Only2025.12 | 0.7322 | |
| DAFTBackbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.6859 | |
| Interact FuseBackbone status=Trainable, Inference modality=Image-Tabular2025.12 | 0.6146 |