Medical Anomaly Detection on BraTS 2020
70.57Dice ScoreRASALoRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RASALoRE2025.10 | 70.57 | 74.74 | |
| R.Without MedSAMVariant=Without MedSAM2025.10 | 69.8 | 73.06 | |
| DDPT2025.10 | 61.53 | 46.89 | |
| AME-CAMApproach=WSAD2025.10 | 52.22 | 37.39 | |
| Yoo et al. (All)Approach=WSAD, Modality=All2025.10 | 49.91 | 38.64 | |
| M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.10 | 43.44 | 33.36 | |
| M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.10 | 37.66 | 26.29 | |
| AnoFPDMApproach=WSAD2025.10 | 37.18 | 38.78 | |
| M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.10 | 35.58 | 25.44 | |
| LA-GANApproach=WSAD2025.10 | 34.14 | 28.48 | |
| M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.10 | 32.57 | 24.1 | |
| CAEApproach=WSAD2025.10 | 26.36 | 17.48 | |
| Yoo et al. (T2)Approach=WSAD, Modality=T22025.10 | 22.76 | 13.12 | |
| DAEApproach=UAD2025.10 | 21.33 | 18.89 | |
| VQVAEApproach=UAD2025.10 | 17.27 | 12.04 | |
| AEApproach=UAD2025.10 | 14.26 | 10.23 | |
| TS-CAMApproach=WSAD2025.10 | 6.13 | 7.92 |