Classification on ADHD-200 11 (test)
68.83AccuracyBrainMVP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BrainMVPStrategy=Medical SSL, Modality=MRI, Network=UniFormer2024.10 | 68.83 | 72.49 | 67.23 | |
| TransVWStrategy=Medical SSL, Modality=CT, Network=UNET3D2024.10 | 68.18 | 72.28 | 62.71 | |
| BrainMVPStrategy=Medical SSL, Modality=MRI, Network=UNET3D2024.10 | 68.18 | 72.45 | 66.65 | |
| UNETRStrategy=From Scratch, Network=UNETR2024.10 | 66.88 | 65.23 | 62.04 | |
| DAEStrategy=Medical SSL, Modality=MRI, Network=Swin-UNETR2024.10 | 66.88 | 71.29 | 65.48 | |
| GVSLStrategy=Medical SSL, Modality=CT, Network=UNET3D2024.10 | 66.23 | 73.09 | 65.65 | |
| VoCoStrategy=Medical SSL, Modality=MRI, Network=Swin-UNETR2024.10 | 65.58 | 69.71 | 64.13 | |
| UNET3DStrategy=From Scratch, Network=UNET3D2024.10 | 64.94 | 67.98 | 42.65 | |
| Swin-UNETRStrategy=From Scratch, Network=Swin-UNETR2024.10 | 64.94 | 69.5 | 62.4 | |
| M3AEStrategy=Medical SSL, Modality=MRI, Network=UNET3D2024.10 | 63.64 | 70.49 | 61.77 | |
| Swin-UNETR*Strategy=Medical SSL, Modality=MRI, Network=Swin-UNETR2024.10 | 62.99 | 64.37 | 59.53 | |
| SimMIMStrategy=General SSL, Modality=Natural, Network=UNETR2024.10 | 62.34 | 65.67 | 57.9 | |
| MAE3DStrategy=General SSL, Modality=Natural, Network=UNETR2024.10 | 61.69 | 64.89 | 59.06 | |
| MGStrategy=Medical SSL, Modality=CXR, CT, Network=UNET3D2024.10 | 61.69 | 69.8 | 61.41 | |
| M3AEStrategy=Medical SSL, Modality=MRI, Network=UniFormer2024.10 | 61.69 | 65.97 | 60.28 | |
| MoCov3Strategy=General SSL, Modality=Natural, Network=UNETR2024.10 | 61.04 | 62.65 | 60.07 | |
| UniFormerStrategy=From Scratch, Network=UniFormer2024.10 | 60.39 | 63.87 | 57.96 |