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ResearchFormerly WizWand

Medical Anomaly Detection on BraTS 2021

70.85Dice ScoreRASALoRE
4.175621.485338.79556.1047Oct 9, 2025
Updated 7mo ago

Evaluation results

MethodLinks
RASALoRE2025.1070.8575.05
R.Without MedSAMVariant=Without MedSAM2025.1068.8774.26
Yoo et al. (All)Approach=WSAD, Modality=All2025.1063.3350.28
DDPT2025.1051.7235.79
M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.1051.1936.54
AME-CAMApproach=WSAD2025.1050.4337.85
M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.1043.4429.49
LA-GANApproach=WSAD2025.1042.7538.82
AnoFPDMApproach=WSAD2025.1041.8347.89
M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.1037.2426.54
M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.1034.7325.55
VQVAEApproach=UAD2025.1025.6917.67
CAEApproach=WSAD2025.1023.8214.2
DAEApproach=UAD2025.1014.3814.59
Yoo et al. (T2)Approach=WSAD, Modality=T22025.1011.948.64
AEApproach=UAD2025.1011.838.01
TS-CAMApproach=WSAD2025.106.748.35