Anomaly Detection on BraTS 2021
97.7Clean AUROC
PatchGuard
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2025.06 | 97.7 | 0.945 | - | - | - | - | - | |
2024.03 | 97.7 | - | - | - | - | - | - | |
2025.06 | 97.5 | 0.059 | - | - | - | - | - | |
2024.03 | 97.3 | - | - | - | - | - | - | |
2024.03 | 97.21 | - | - | - | - | - | - | |
2025.06 | 96.9 | 0.045 | - | - | - | - | - | |
2025.06 | 96.9 | 0.102 | - | - | - | - | - | |
2025.06 | 96.8 | 0.147 | - | - | - | - | - | |
2024.03 | 96.55 | - | - | - | - | - | - | |
2024.03 | 96.17 | - | - | - | - | - | - | |
2025.06 | 95.7 | 7.2 | - | - | - | - | - | |
2024.03 | 95.5 | - | - | - | - | - | - | |
2025.06 | 95.3 | 0.111 | - | - | - | - | - | |
2024.03 | 95.29 | - | - | - | - | - | - | |
2025.06 | 95.1 | 0.135 | - | - | - | - | - | |
2025.06 | 94.7 | 0.067 | - | - | - | - | - | |
2024.03 | 94.67 | - | - | - | - | - | - | |
2024.03 | 94.32 | - | - | - | - | - | - | |
2025.06 | 94.3 | 81 | - | - | - | - | - | |
2024.03 | 94.02 | - | - | - | - | - | - | |
2025.06 | 94 | 0.063 | - | - | - | - | - | |
2024.03 | 92.68 | - | - | - | - | - | - | |
2025.05 | 92.49 | - | - | - | - | - | - | |
2024.03 | 92.42 | - | - | - | - | - | - | |
2025.06 | 92.3 | 12 | - | - | - | - | - | |
2025.05 | 92.02 | - | - | - | - | - | - | |
2025.04 | 91.7 | - | 97 | 86.4 | - | - | - | |
2025.06 | 91.6 | 6.3 | - | - | - | - | - | |
2025.04 | 90.3 | - | 97.8 | 87.2 | - | - | - | |
2025.05 | 89.52 | - | - | - | - | - | - | |
2025.04 | 89.5 | - | 96.5 | 84.2 | - | - | - | |
2025.06 | 89.1 | 64.7 | - | - | - | - | - | |
2025.06 | 88.3 | 13 | - | - | - | - | - | |
2025.05 | 84.99 | - | - | - | - | - | - | |
2025.05 | 84.25 | - | - | - | - | - | - | |
2025.06 | 82.5 | 6.1 | - | - | - | - | - | |
2025.04 | 82.5 | - | 94.8 | 80.7 | - | - | - | |
2025.06 | 82.4 | 3.1 | - | - | - | - | - | |
2025.06 | 82.2 | 0.061 | - | - | - | - | - | |
2024.03 | 80.45 | - | - | - | - | - | - | |
2025.05 | 79.62 | - | - | - | - | - | - | |
2025.04 | 79 | - | 94.4 | 79.9 | - | - | - | |
2024.03 | 75.32 | - | - | - | - | - | - | |
2025.06 | 75.3 | 8.7 | - | - | - | - | - | |
2025.04 | 74.8 | - | 93.8 | 77 | - | - | - | |
2024.03 | 74.77 | - | - | - | - | - | - | |
2024.03 | 72.09 | - | - | - | - | - | - | |
2025.06 | 67.5 | 0.063 | - | - | - | - | - | |
2025.06 | 66.7 | 14 | - | - | - | - | - | |
2025.06 | 62.3 | 1.4 | - | - | - | - | - | |
2025.05 | - | - | - | - | 96.36 | - | - | |
2025.05 | - | - | - | - | 96.03 | - | - | |
2025.05 | - | - | - | - | 94.22 | - | - | |
2025.05 | - | - | - | - | 95.53 | - | - | |
2025.05 | - | - | - | - | 96.61 | - | - | |
2025.05 | - | - | - | - | 95.56 | - | - | |
2026.03 | - | - | - | - | - | 63.85 | 14.61 | |
2026.03 | - | - | - | - | - | 47.47 | 3.11 | |
2026.03 | - | - | - | - | - | 97.85 | 52.98 | |
2026.03 | - | - | - | - | - | 96.84 | 43.86 | |
2026.03 | - | - | - | - | - | 83.59 | 7.02 | |
2026.03 | - | - | - | - | - | 97.33 | 54.67 | |
2026.03 | - | - | - | - | - | 94.93 | 34.99 | |
2026.03 | - | - | - | - | - | 97.71 | 58.69 | |
2026.03 | - | - | - | - | - | 98.38 | 69.49 | |
2026.03 | - | - | - | - | - | 91.16 | 29.18 | |
2026.03 | - | - | - | - | - | 96.12 | 48.09 | |
| - | - | - | - | - | 97.87 | 64.7 | ||
| - | - | - | - | - | 98.35 | 72.42 |