Medical Anomaly Detection on BraTS 2021
70.85Dice ScoreRASALoRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RASALoRE2025.10 | 70.85 | 75.05 | |
| R.Without MedSAMVariant=Without MedSAM2025.10 | 68.87 | 74.26 | |
| Yoo et al. (All)Approach=WSAD, Modality=All2025.10 | 63.33 | 50.28 | |
| DDPT2025.10 | 51.72 | 35.79 | |
| M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.10 | 51.19 | 36.54 | |
| AME-CAMApproach=WSAD2025.10 | 50.43 | 37.85 | |
| M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.10 | 43.44 | 29.49 | |
| LA-GANApproach=WSAD2025.10 | 42.75 | 38.82 | |
| AnoFPDMApproach=WSAD2025.10 | 41.83 | 47.89 | |
| M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.10 | 37.24 | 26.54 | |
| M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.10 | 34.73 | 25.55 | |
| VQVAEApproach=UAD2025.10 | 25.69 | 17.67 | |
| CAEApproach=WSAD2025.10 | 23.82 | 14.2 | |
| DAEApproach=UAD2025.10 | 14.38 | 14.59 | |
| Yoo et al. (T2)Approach=WSAD, Modality=T22025.10 | 11.94 | 8.64 | |
| AEApproach=UAD2025.10 | 11.83 | 8.01 | |
| TS-CAMApproach=WSAD2025.10 | 6.74 | 8.35 |