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ResearchFormerly WizWand

Segmentation on ISLES 2022 (test)

2.64HD95 (IS)M3AE
2.065.9759.8913.805Oct 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
M3AEModality=MRI, Network=UniFormer, Pre-training=Medical SSL2024.102.64
BrainMVPModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.102.64
BrainMVPModality=MRI, Network=UniFormer, Pre-training=Medical SSL2024.102.69
BrainMVPModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.102.69
MGModality=CXR, CT, Network=UNET3D, Pre-training=Medical SSL2024.103.68
MGModality=CXR, CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.103.68
UniFormerNetwork=UniFormer, Pre-training=From Scratch2024.104.13
DAEModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.104.13
UNET3DNetwork=UNET3D, Pre-training=From Scratch2024.104.43
UniFormerModality=None, Network=UniFormer, Pre-training Strategy=From Scratch2024.104.43
M3AEModality=MRI, Network=UNET3D, Pre-training=Medical SSL2024.104.58
M³AEModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.104.58
BrainMVPModality=MRI, Network=UNET3D, Pre-training=Medical SSL2024.105.85
M³AEModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.105.85
TransVWModality=CT, Network=UNET3D, Pre-training=Medical SSL2024.107.93
TransVWModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.107.93
Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.108.09
Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.108.09
GVSLModality=CT, Network=UNET3D, Pre-training=Medical SSL2024.109.35
GVSLModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.109.35
Swin-UNETRNetwork=Swin-UNETR, Pre-training=From Scratch2024.1011.31
Swin-UNETRModality=None, Network=Swin-UNETR, Pre-training Strategy=From Scratch2024.1011.31
UNET3DModality=None, Network=UNET3D, Pre-training Strategy=From Scratch2024.1011.55
VoCoModality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.1012.22
VoCoModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.1012.22
DAEModality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.1012.5
MoCoV3Modality=Natural, Network=UNETR, Pre-training=General SSL2024.1015.04
MoCoV3Modality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.1015.04
MAE3DModality=Natural, Network=UNETR, Pre-training=General SSL2024.1015.2
MAE3DModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.1015.2
UNETRNetwork=UNETR, Pre-training=From Scratch2024.1015.48
UNETRModality=None, Network=UNETR, Pre-training Strategy=From Scratch2024.1015.48
SimMIMModality=Natural, Network=UNETR, Pre-training=General SSL2024.1017.14
SimMIMModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.1017.14