Anomaly Detection on BraTS
95.838Image-level AUROC
UniMMAD
Updated 9d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2025.09 | 95.838 | 91.139 | - | - | - | |
2025.09 | 91.827 | 90.471 | - | - | - | |
2026.05 | 91 | - | - | 97.2 | - | |
2026.05 | 90.6 | - | - | 97.1 | - | |
2026.05 | 90.4 | - | - | 96.6 | - | |
2026.05 | 88.2 | - | - | 94.7 | - | |
2026.05 | 88.1 | - | - | 93.8 | - | |
2026.05 | 88 | - | - | 91.3 | - | |
2026.05 | 87.5 | - | - | 90.9 | - | |
2026.05 | 87.5 | - | - | 96.7 | - | |
2026.05 | 87.1 | - | - | 93.2 | - | |
2026.05 | 87 | - | - | 93 | - | |
2026.05 | 87 | - | - | 93.1 | - | |
2026.05 | 86.8 | - | - | 90.9 | - | |
2026.05 | 86.6 | - | - | 93.1 | - | |
2026.05 | 86.4 | - | - | 96.6 | - | |
2026.04 | 85.9 | - | - | - | - | |
2026.05 | 85.1 | - | - | 96.6 | - | |
2024.10 | 84.6 | - | - | - | - | |
2026.05 | 83.5 | - | - | 96.5 | - | |
2026.05 | 83 | - | - | 95.8 | - | |
2026.05 | 82.8 | - | - | - | 96.9 | |
2026.05 | 81.7 | - | - | 95.9 | - | |
2026.05 | 80.5 | - | - | - | 95.8 | |
2026.05 | 79.5 | - | - | - | 94.9 | |
2026.05 | 79.4 | - | - | 95.4 | - | |
2026.05 | 78.6 | - | - | 96.1 | - | |
2026.05 | 78.5 | - | - | - | 95.6 | |
2026.05 | 77.8 | - | - | - | 93.8 | |
2024.10 | 76.9 | - | - | - | - | |
2026.05 | 76.9 | - | - | - | 93.8 | |
2026.05 | 76.7 | - | - | - | 93.5 | |
2026.05 | 76.3 | - | - | - | 95 | |
2026.05 | 76.2 | - | - | 95.4 | - | |
2026.05 | 75.8 | - | - | 95.2 | - | |
2026.05 | 75.8 | - | - | - | 94.5 | |
2026.05 | 75.7 | - | - | - | 93.2 | |
2026.05 | 75.6 | - | - | - | 94.6 | |
2026.05 | 75.1 | - | - | - | 95.2 | |
2026.05 | 75 | - | - | - | 94.1 | |
2026.05 | 74.9 | - | - | 94.1 | - | |
2026.05 | 74.9 | - | - | - | 94.8 | |
2026.05 | 74.9 | - | - | - | 94.4 | |
2026.05 | 74.8 | - | - | - | 92.7 | |
2024.10 | 74.7 | - | - | - | - | |
2024.10 | 74.6 | - | - | - | - | |
2026.05 | 74.6 | - | - | - | 94.3 | |
2026.05 | 74.5 | - | - | - | 94 | |
2026.05 | 74.4 | - | - | - | 93.7 | |
2026.04 | 73.6 | - | - | - | - | |
2026.05 | 73.5 | - | - | - | 92.8 | |
2026.05 | 73.5 | - | - | - | 89.9 | |
2026.05 | 73.1 | - | - | 94.2 | - | |
2026.05 | 72.9 | - | - | - | 90.3 | |
2026.05 | 72.5 | - | - | - | 91.9 | |
2026.05 | 71.7 | - | - | - | 94.3 | |
2024.10 | 71.2 | - | - | - | - | |
2026.05 | 70.7 | - | - | - | 94.1 | |
2025.09 | 70.674 | 81.603 | - | - | - | |
2026.05 | 70.4 | - | - | - | 90.4 | |
2026.05 | 69.6 | - | - | - | 93 | |
2026.05 | 69.5 | - | - | - | 93.1 | |
2026.05 | 68.8 | - | - | - | 91 | |
2026.05 | 68.7 | - | - | - | 91.9 | |
2024.10 | 67.9 | - | - | - | - | |
2026.05 | 67.7 | - | - | - | 93.7 | |
2024.10 | 67.3 | - | - | - | - | |
2026.05 | 67.2 | - | - | - | 87.5 | |
2024.10 | 66.3 | - | - | - | - | |
2024.10 | 65.7 | - | - | - | - | |
2026.05 | 65.4 | - | - | - | 92.2 | |
2026.05 | 64.2 | - | - | - | 92.2 | |
2025.09 | 63.749 | 79.934 | - | - | - | |
2026.05 | 63.3 | - | - | 93.8 | - | |
2026.05 | 62.7 | - | - | - | 87.8 | |
2024.10 | 60.6 | - | - | - | - | |
2024.10 | 60 | - | - | - | - | |
2026.05 | 59.7 | - | - | - | 89.5 | |
2024.10 | 59.5 | - | - | - | - | |
2024.10 | 59.5 | - | - | - | - | |
2026.05 | 58.4 | - | - | 91.3 | - | |
2024.10 | 58.2 | - | - | - | - | |
2024.10 | 58 | - | - | - | - | |
2025.09 | 57.647 | 80.174 | - | - | - | |
2026.05 | 57.4 | - | - | 92.7 | - | |
2024.10 | 55.9 | - | - | - | - | |
2024.10 | 54.6 | - | - | - | - | |
2024.10 | 49.8 | - | - | - | - | |
2024.10 | 49.8 | - | - | - | - | |
2024.10 | 49.4 | - | - | - | - | |
2026.04 | - | - | 86.7 | - | - | |
2026.04 | - | - | 93.5 | - | - |