Medical Anomaly Detection on BraTS 2023
74.22Dice CoefficientR.Without MedSAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| R.Without MedSAMVariant=Without MedSAM2025.10 | 74.22 | 80.7 | |
| RASALoRE2025.10 | 70.79 | 71.18 | |
| M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.10 | 53.54 | 43.15 | |
| M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.10 | 50.4 | 33.66 | |
| AnoFPDMApproach=WSAD2025.10 | 49.28 | 57.04 | |
| DDPT2025.10 | 48.59 | 31.66 | |
| M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.10 | 48.52 | 39.93 | |
| CAEApproach=WSAD2025.10 | 46.98 | 60.11 | |
| LA-GANApproach=WSAD2025.10 | 40.57 | 43.65 | |
| M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.10 | 39.22 | 25.39 | |
| AME-CAMApproach=WSAD2025.10 | 39.19 | 26.47 | |
| DAEApproach=UAD2025.10 | 34.16 | 21.18 | |
| Yoo et al. (All)Approach=WSAD, Modality=All2025.10 | 23.41 | 12.99 | |
| VQVAEApproach=UAD2025.10 | 20.67 | 38.48 | |
| AEApproach=UAD2025.10 | 17.09 | 7.41 | |
| Yoo et al. (T2)Approach=WSAD, Modality=T22025.10 | 12.2 | 8.9 | |
| TS-CAMApproach=WSAD2025.10 | 9.13 | 9.36 |