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ResearchFormerly WizWand

Medical Anomaly Detection on BraTS 2020

70.57Dice ScoreRASALoRE
3.552420.951238.3555.7488Oct 9, 2025
Updated 7mo ago

Evaluation results

MethodLinks
RASALoRE2025.1070.5774.74
R.Without MedSAMVariant=Without MedSAM2025.1069.873.06
DDPT2025.1061.5346.89
AME-CAMApproach=WSAD2025.1052.2237.39
Yoo et al. (All)Approach=WSAD, Modality=All2025.1049.9138.64
M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.1043.4433.36
M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.1037.6626.29
AnoFPDMApproach=WSAD2025.1037.1838.78
M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.1035.5825.44
LA-GANApproach=WSAD2025.1034.1428.48
M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.1032.5724.1
CAEApproach=WSAD2025.1026.3617.48
Yoo et al. (T2)Approach=WSAD, Modality=T22025.1022.7613.12
DAEApproach=UAD2025.1021.3318.89
VQVAEApproach=UAD2025.1017.2712.04
AEApproach=UAD2025.1014.2610.23
TS-CAMApproach=WSAD2025.106.137.92