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ResearchFormerly WizWand

Medical Anomaly Detection on Medical Segmentation Decathlon (MSD)

61.37Dice Score (%)RASALoRE
5.667620.128834.5949.0512Oct 9, 2025
Updated 7mo ago

Evaluation results

MethodLinks
RASALoRE2025.1061.3763.71
R.Without MedSAMVariant=Without MedSAM2025.1061.3467.08
AME-CAMApproach=WSAD2025.1051.9140.34
DDPT2025.1048.7133.87
Yoo et al. (All)Approach=WSAD, Modality=All2025.1047.8135.93
M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.1046.4633.02
M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.1045.935.78
M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.1043.4334.75
AnoFPDMApproach=WSAD2025.1043.4250.08
M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.1038.0825.46
LA-GANApproach=WSAD2025.1033.6327.7
DAEApproach=UAD2025.1032.1320.77
CAEApproach=WSAD2025.1027.9618.64
VQVAEApproach=UAD2025.1019.4433.78
AEApproach=UAD2025.1014.967.07
Yoo et al. (T2)Approach=WSAD, Modality=T22025.1012.098.79
TS-CAMApproach=WSAD2025.107.818.47