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ResearchFormerly WizWand

Pulmonary Segmentation on LUNA16 100% labels

93.7Dice ScoreM3AE
90.99691.69892.493.102Sep 10, 2025Oct 23, 2025Dec 6, 2025Jan 19, 2026Mar 3, 2026Apr 16, 2026May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
M3AEBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0993.7
SimCroPBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0993.7
MRMBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0993.5
CT-CLIPBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0993.4
fVLMBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0993.4
ASAPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0593.4
MAEBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0993.3
SimCroPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0593.3
M3DBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0993.2
HEMAEBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0593.2
HLIPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592.9
MRMBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592.6
CT-CLIPBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592.5
fVLMBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592.5
Random initBackbone=3D ViT-B, Evaluation Protocol=Fine-tuning2025.0992.3
M3DBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592.3
M3AEBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592.2
MAEBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592
PCRLv2Backbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0592
Random initBackbone=3D ViT-B [82], Segmentation Framework=UNETR [105], Evaluation Protocol=Fine-tuning2026.0591.1