Medical Anomaly Detection on Medical Segmentation Decathlon (MSD)
61.37Dice Score (%)RASALoRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RASALoRE2025.10 | 61.37 | 63.71 | |
| R.Without MedSAMVariant=Without MedSAM2025.10 | 61.34 | 67.08 | |
| AME-CAMApproach=WSAD2025.10 | 51.91 | 40.34 | |
| DDPT2025.10 | 48.71 | 33.87 | |
| Yoo et al. (All)Approach=WSAD, Modality=All2025.10 | 47.81 | 35.93 | |
| M+DDPT(b)Backbone=MedSAM+DDPT, Prompt=box2025.10 | 46.46 | 33.02 | |
| M2+DDPT(b)Backbone=MedSAM2+DDPT, Prompt=box2025.10 | 45.9 | 35.78 | |
| M2+DDPT(p)Backbone=MedSAM2+DDPT, Prompt=point2025.10 | 43.43 | 34.75 | |
| AnoFPDMApproach=WSAD2025.10 | 43.42 | 50.08 | |
| M+DDPT(p)Backbone=MedSAM+DDPT, Prompt=point2025.10 | 38.08 | 25.46 | |
| LA-GANApproach=WSAD2025.10 | 33.63 | 27.7 | |
| DAEApproach=UAD2025.10 | 32.13 | 20.77 | |
| CAEApproach=WSAD2025.10 | 27.96 | 18.64 | |
| VQVAEApproach=UAD2025.10 | 19.44 | 33.78 | |
| AEApproach=UAD2025.10 | 14.96 | 7.07 | |
| Yoo et al. (T2)Approach=WSAD, Modality=T22025.10 | 12.09 | 8.79 | |
| TS-CAMApproach=WSAD2025.10 | 7.81 | 8.47 |