Classification on ABIDE-I 14 (test)
69.7AccuracyBrainMVP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BrainMVPStrategy=Medical SSL, Modality=MRI, Network=UNET3D2024.10 | 69.7 | 58.17 | 63.27 | |
| TransVWStrategy=Medical SSL, Modality=CT, Network=UNET3D2024.10 | 64.24 | 52.92 | 50.03 | |
| Swin-UNETR*Strategy=Medical SSL, Modality=MRI, Network=Swin-UNETR2024.10 | 63.03 | 49.93 | 38.66 | |
| GVSLStrategy=Medical SSL, Modality=CT, Network=UNET3D2024.10 | 62.42 | 52.44 | 47.01 | |
| BrainMVPStrategy=Medical SSL, Modality=MRI, Network=UniFormer2024.10 | 61.82 | 63.29 | 58.9 | |
| UNETRStrategy=From Scratch, Network=UNETR2024.10 | 61.21 | 54.78 | 55.07 | |
| Swin-UNETRStrategy=From Scratch, Network=Swin-UNETR2024.10 | 61.21 | 55.3 | 55.96 | |
| MGStrategy=Medical SSL, Modality=CXR, CT, Network=UNET3D2024.10 | 61.21 | 62.66 | 58.92 | |
| UNET3DStrategy=From Scratch, Network=UNET3D2024.10 | 60.61 | 50.59 | 45.91 | |
| MAE3DStrategy=General SSL, Modality=Natural, Network=UNETR2024.10 | 60.61 | 49.83 | 45.91 | |
| DAEStrategy=Medical SSL, Modality=MRI, Network=Swin-UNETR2024.10 | 60.61 | 51.73 | 55.48 | |
| M3AEStrategy=Medical SSL, Modality=MRI, Network=UNET3D2024.10 | 60.61 | 54.53 | 47.69 | |
| MoCov3Strategy=General SSL, Modality=Natural, Network=UNETR2024.10 | 59.39 | 62.84 | 58.9 | |
| UniFormerStrategy=From Scratch, Network=UniFormer2024.10 | 58.79 | 44.33 | 42.92 | |
| VoCoStrategy=Medical SSL, Modality=MRI, Network=Swin-UNETR2024.10 | 58.18 | 56.26 | 54.66 | |
| M3AEStrategy=Medical SSL, Modality=MRI, Network=UniFormer2024.10 | 56.36 | 46.82 | 45 | |
| SimMIMStrategy=General SSL, Modality=Natural, Network=UNETR2024.10 | 53.94 | 58.19 | 53.18 |