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ResearchFormerly WizWand

Medical Anomaly Detection on BraTS 2023

74.22Dice CoefficientR.Without MedSAM
6.526424.100741.67559.2493Oct 9, 2025
Updated 7mo ago

Evaluation results

MethodLinks
R.Without MedSAMVariant=Without MedSAM2025.1074.2280.7
RASALoRE2025.1070.7971.18
M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.1053.5443.15
M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.1050.433.66
AnoFPDMApproach=WSAD2025.1049.2857.04
DDPT2025.1048.5931.66
M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.1048.5239.93
CAEApproach=WSAD2025.1046.9860.11
LA-GANApproach=WSAD2025.1040.5743.65
M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.1039.2225.39
AME-CAMApproach=WSAD2025.1039.1926.47
DAEApproach=UAD2025.1034.1621.18
Yoo et al. (All)Approach=WSAD, Modality=All2025.1023.4112.99
VQVAEApproach=UAD2025.1020.6738.48
AEApproach=UAD2025.1017.097.41
Yoo et al. (T2)Approach=WSAD, Modality=T22025.1012.28.9
TS-CAMApproach=WSAD2025.109.139.36