Anomaly Detection on BraTS 2018 (test)
94.82AUROC (Image)
AnyAD
Updated 3d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2025.12 | 94.82 | 99.21 | 94.72 | 78.83 | 88.81 | 73.69 | 87.96 | |
2025.12 | 94.81 | 99.21 | 94.7 | 78.8 | 88.81 | 73.49 | 87.52 | |
2025.12 | 94.79 | 99.21 | 94.68 | 78.6 | 88.41 | 73.44 | 87.48 | |
2025.12 | 94.78 | 99.21 | 94.69 | 78.86 | 88.77 | 73.53 | 87.46 | |
2025.12 | 94.75 | 99.11 | 94.36 | 78.86 | 86.87 | 69.5 | 85.76 | |
2025.12 | 94.73 | 99.03 | 94.35 | 76.6 | 88.51 | 72.3 | 86.22 | |
2025.12 | 94.73 | 99.22 | 94.54 | 78.81 | 88.62 | 73.51 | 87.6 | |
2025.12 | 94.72 | 99.21 | 94.38 | 78.98 | 88.52 | 73.59 | 87.49 | |
2025.12 | 94.62 | 99.2 | 94.33 | 78.86 | 88.56 | 73.52 | 87.57 | |
2025.12 | 94.58 | 99.39 | 94.29 | 78.72 | 88.49 | 73.3 | 87.68 | |
2025.12 | 94.52 | 99.03 | 94.24 | 76.41 | 87.69 | 71.36 | 85.96 | |
2025.12 | 94.26 | 98.9 | 94.13 | 76.41 | 87.3 | 71.57 | 85.31 | |
2025.12 | 93.83 | 99.01 | 93.69 | 76.09 | 87.36 | 71.51 | 85.55 | |
2025.12 | 93.76 | 98.89 | 93.58 | 75.1 | 86.74 | 69.85 | 85.01 | |
2025.12 | 93.63 | 98.77 | 93.36 | 73.23 | 86.44 | 68.77 | 85.21 | |
2025.12 | 92.93 | 98.88 | 93.23 | 72.96 | 87.85 | 85.72 | 85.72 | |
2025.12 | 92.69 | 97.83 | 92.74 | 49.87 | 66.67 | 16.46 | 79.05 | |
2025.12 | 92.33 | 98.3 | 89.89 | 59.05 | 87.02 | 61.01 | 84.26 | |
2025.12 | 92.13 | 98.26 | 90.25 | 46.64 | 91.18 | 51.26 | 79.21 | |
2025.12 | 91.88 | 98.65 | 91.18 | 66.24 | 85.57 | 64.32 | 86.28 | |
2025.12 | 91.73 | 98.3 | 90.81 | 49.81 | 91.27 | 52.95 | 78.34 | |
2025.12 | 90.6 | 98.37 | 90.92 | 67.12 | 82.98 | 63.91 | 81.06 | |
2025.12 | 89.26 | 97.8 | 87.49 | 44.42 | 88.37 | 48.76 | 75.65 | |
2025.12 | 89.24 | 96.62 | 89.45 | 40.78 | 82.7 | 44.57 | 84.56 | |
2025.12 | 89.1 | 97.71 | 87.73 | 44.15 | 76.9 | 48.84 | 76.85 | |
2025.12 | 87.52 | 97.57 | 86.77 | 53.69 | 81.97 | 57.62 | 81.23 | |
2025.12 | 86.71 | 97.42 | 84.93 | 41.38 | 72.53 | 43.16 | 78 | |
2025.12 | 86.55 | 97.92 | 87.19 | 57.15 | 80.15 | 58.56 | 78.32 | |
2025.12 | 86.04 | 95.77 | 87.83 | 27.14 | 78.35 | 35.9 | 57.44 | |
2025.12 | 85.34 | 96.9 | 86.61 | 35.73 | 77.34 | 42.43 | 58.12 | |
2025.12 | 84.99 | 95.98 | 85.99 | 41.58 | 73.97 | 45.6 | 57.56 | |
2025.12 | 84.04 | 96.72 | 83.83 | 32.46 | 77.93 | 40.79 | 58.01 | |
2025.12 | 83.93 | 95.81 | 76.8 | 25.25 | 81.22 | 33.83 | 79.29 | |
2025.12 | 83.6 | 97.16 | 81.55 | 38.3 | 82.56 | 44.14 | 73.46 | |
2025.12 | 83.17 | 97.41 | 81.16 | 48.56 | 78.29 | 51.04 | 77.15 | |
2025.12 | 82.08 | 96.32 | 79.27 | 26.42 | 77.63 | 35.3 | 82.93 | |
2025.12 | 81.94 | 97.64 | 78.26 | 38.44 | 80.06 | 46.14 | 73.97 | |
2025.12 | 81.14 | 96.89 | 79.83 | 38.94 | 71.07 | 35.2 | 74.83 | |
2025.12 | 80.87 | 94.15 | 81.15 | 27.88 | 75.05 | 34.79 | 56.39 | |
2025.12 | 80.67 | 97.28 | 81.41 | 42.95 | 71.61 | 47.01 | 76.2 | |
2025.12 | 79.53 | 93.47 | 78.65 | 24.56 | 75.36 | 32.25 | 55.92 | |
2025.12 | 79 | 88.89 | 77.22 | 6.35 | 75.42 | 13.39 | 57.72 | |
2025.12 | 78.71 | 83.89 | 76.3 | 4.19 | 75.04 | 9.38 | 54.46 | |
2025.12 | 78.57 | 96.44 | 76.52 | 32.56 | 77.53 | 38.26 | 70.14 | |
2025.12 | 78.01 | 92.93 | 76.93 | 22.52 | 72.96 | 30.4 | 55.63 | |
2025.12 | 77.64 | 95.61 | 74.45 | 27.66 | 73.53 | 34.19 | 72.12 | |
2025.12 | 77.26 | 91.49 | 79.67 | 7.91 | 71.56 | 15.48 | 57.5 | |
2025.12 | 76.57 | 95.24 | 75.29 | 31.09 | 72.21 | 38.14 | 72.32 | |
2025.12 | 76.54 | 95.71 | 75.3 | 28.8 | 75.91 | 35.78 | 67.37 | |
2025.12 | 76.52 | 94.79 | 71.97 | 19.36 | 74.74 | 28.06 | 76.22 | |
2025.12 | 76.49 | 86.95 | 72.16 | 5.38 | 75.72 | 10.5 | 56.48 | |
2025.12 | 76.44 | 84.39 | 74.91 | 4.25 | 74.05 | 9.52 | 54.81 | |
2025.12 | 76.37 | 89.85 | 75.16 | 9.5 | 74.12 | 13.45 | 59.64 | |
2025.12 | 76.09 | 88.53 | 72.46 | 6.08 | 73.96 | 11.8 | 55.85 | |
2025.12 | 75.71 | 96.69 | 71.79 | 29.28 | 72.67 | 37.37 | 78.15 | |
2025.12 | 75.03 | 95.99 | 72.24 | 27.46 | 73.61 | 35.8 | 69.55 | |
2025.12 | 74.59 | 87.07 | 72.93 | 5.94 | 72.75 | 12.45 | 56.55 | |
2025.12 | 74.57 | 84.23 | 72.05 | 4.2 | 73.29 | 9.58 | 54.71 | |
2025.12 | 73.59 | 85.21 | 74.08 | 5.18 | 70.3 | 10.25 | 54.96 | |
2025.12 | 73.49 | 94.8 | 70.06 | 18.48 | 73.6 | 27.79 | 75.87 | |
2025.12 | 73.33 | 89.39 | 76.46 | 6.18 | 70.77 | 13.8 | 55.32 | |
2025.12 | 73.32 | 88.46 | 70.31 | 6.25 | 71.66 | 11.88 | 59.27 | |
2025.12 | 73.06 | 88.45 | 75.06 | 5.18 | 70.35 | 10.28 | 53.86 | |
2025.12 | 72.87 | 86.98 | 74.75 | 8.48 | 69.5 | 15.51 | 53.64 | |
2025.12 | 72.82 | 97.41 | 70.35 | 43.72 | 68.5 | 30.21 | 72.1 | |
2025.12 | 72.77 | 86.49 | 74.73 | 7.47 | 68.17 | 15.25 | 54.63 | |
2025.12 | 72.32 | 88.66 | 74.7 | 7.16 | 68.9 | 15.19 | 53.74 | |
2025.12 | 72.31 | 85.73 | 71.28 | 6.01 | 71.93 | 11.08 | 52.2 | |
2025.12 | 71.94 | 93.88 | 68.08 | 14.53 | 73.51 | 22.85 | 71.78 | |
2025.12 | 71.04 | 83.19 | 72.18 | 4.05 | 68.26 | 9.52 | 50.26 | |
2025.12 | 70.53 | 89.69 | 67.96 | 7.01 | 71.63 | 13.28 | 59.23 | |
2025.12 | 70.34 | 81.21 | 70.47 | 21.39 | 68.51 | 29.02 | 50.16 | |
2025.12 | 70.12 | 89.14 | 73.16 | 5.94 | 70.88 | 11.01 | 53.29 | |
2025.12 | 69.91 | 75.16 | 72.61 | 2.85 | 71.52 | 7.14 | 30.3 | |
2025.12 | 68.55 | 86.21 | 70.97 | 7.77 | 70.62 | 14.89 | 64.93 | |
2025.12 | 68.54 | 90.93 | 68.58 | 9.03 | 68.31 | 18.08 | 59.07 | |
2025.12 | 68.51 | 82.93 | 68.95 | 5.98 | 71.19 | 11.45 | 45.1 | |
2025.12 | 68.4 | 66.4 | 67.73 | 3.75 | 73.14 | 9.69 | 34.44 | |
2025.12 | 68.38 | 90.19 | 69.3 | 8.15 | 67.44 | 16.72 | 58.58 | |
2025.12 | 68.33 | 94.96 | 67.2 | 22.83 | 67.74 | 26.52 | 69.48 | |
2025.12 | 68.11 | 87.26 | 68.23 | 11.2 | 69.44 | 16.16 | 52.06 | |
2025.12 | 67.71 | 78.65 | 69.95 | 6.74 | 71.23 | 13.06 | 54.56 | |
2025.12 | 66.94 | 85.4 | 70.93 | 8.02 | 72.35 | 14.74 | 64.26 | |
2025.12 | 66.36 | 83.23 | 66.36 | 5.23 | 70.34 | 9.74 | 46.15 | |
2025.12 | 66.26 | 47.3 | 71.59 | 4.42 | 69.59 | 9.38 | 48.1 | |
2025.12 | 65.16 | 93.18 | 66.34 | 11.31 | 70.82 | 20.28 | 71.78 | |
2025.12 | 63.62 | 92.94 | 60.54 | 11.81 | 68.35 | 19.65 | 70.51 | |
2025.12 | 60.67 | 93.2 | 61.94 | 12.69 | 67.08 | 17.44 | 72.23 |