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ResearchFormerly WizWand

Segmentation on BTCV (100% labels)

81.7Dice CoefficientHEMAE
78.78879.54480.381.056Sep 10, 2025Oct 23, 2025Dec 6, 2025Jan 19, 2026Mar 3, 2026Apr 16, 2026May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HEMAEBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0581.7
ASAPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0581.7
SimCroPBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0980.7
M3AEBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0980.5
MAEBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0980.3
MRMBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0980.3
SimCroPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0580.3
PCRLv2Backbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0580.1
MRMBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0580.1
fVLMBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0980
M3AEBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0580
HLIPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0580
fVLMBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0579.9
MAEBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0579.7
M3DBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0979.6
CT-CLIPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0579.6
CT-CLIPBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0979.4
M3DBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0579.1
Random initBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0978.9
Random initBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0578.9