Time Series Anomaly Detection on TSB-AD-M
49.3VUS-PR
AxonAD
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 49.3 | 85.9 | 43.7 | 82.5 | - | 69.8 | 60 | 47.1 | 86 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 42.4 | 77.7 | 37.2 | 74.4 | - | 62.7 | 52.8 | 43.2 | 84.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 41.3 | 77.8 | 35.4 | 74.7 | - | 57.6 | 50.2 | 36.5 | 83.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 41.2 | 77.1 | 36.3 | 73.8 | - | 62.2 | 51.9 | 42.2 | 83.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 40.1 | 80.9 | 33.9 | 76.2 | - | 66.9 | 52 | 40 | 84.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 39 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 37.2 | 78.6 | 32.3 | 75.9 | - | 55.1 | 47 | 36.9 | 82.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 37 | 72 | 32 | 68 | 38 | 53 | 45 | 36 | 82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 36 | 72 | 31 | 68 | 37 | 57 | 48 | 35 | 82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 36 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 35.1 | 72.8 | 29.9 | 69.7 | - | 56.8 | 46.3 | 32.5 | 81.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 35 | 77 | 35 | 74 | 40 | 85 | 70 | 42 | 89 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 34.2 | 73.4 | 29 | 70.9 | - | 59.6 | 48.7 | 37.4 | 84.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 34 | 76 | 35 | 73 | 40 | 83 | 67 | 41 | 88 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 32.3 | 77.9 | 31.9 | 74 | - | 87.6 | 60.3 | 28.2 | 86 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 31 | 76 | 32 | 73 | 37 | 78 | 65 | 37 | 87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 31 | 69 | 27 | 65 | 32 | 55 | 41 | 37 | 81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 31 | 74 | 31 | 70 | 37 | 79 | 59 | 29 | 85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 31 | 74 | 31 | 70 | 36 | 79 | 64 | 38 | 87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 31 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 31 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 31 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 31 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 30.8 | 74.2 | 25.8 | 67.5 | - | 75.3 | 53 | 21.8 | 82.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 30.8 | 77.7 | 25 | 71 | - | 74.6 | 47.2 | 20.7 | 84.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 30 | 68 | 26 | 64 | 31 | 53 | 40 | 37 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 30 | 69 | 30 | 67 | 34 | 60 | 44 | 28 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 30 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 30 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 29 | 73 | 25 | 69 | 31 | 68 | 49 | 33 | 82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 29 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 27.1 | 68.6 | 20.1 | 61.8 | - | 75 | 42.7 | 17.6 | 82.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 27 | 70 | 28 | 67 | 32 | 65 | 45 | 31 | 81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 27 | 69 | 27 | 65 | 33 | 46 | 33 | 20 | 76 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 27 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 27 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 26 | 67 | 23 | 61 | 28 | 48 | 41 | 30 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 26 | 71 | 20 | 64 | 28 | 52 | 36 | 21 | 81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 26 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 26 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 25.3 | 75 | 21 | 70.4 | - | 65.5 | 40.3 | 24.3 | 80.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 24.5 | 62.6 | 24.8 | 59.7 | - | 65.7 | 50.7 | 19.8 | 70.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 24 | 61 | 24 | 58 | 29 | 60 | 42 | 33 | 81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 24 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 21 | 66 | 15 | 58 | 22 | 72 | 32 | 16 | 81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 21 | 63 | 15 | 55 | 21 | 72 | 41 | 17 | 83 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 21 | 71 | 19 | 67 | 26 | 74 | 44 | 26 | 81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 21 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 21 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 21 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 20 | 69 | 20 | 65 | 27 | 72 | 41 | 24 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 20 | 69 | 19 | 66 | 26 | 68 | 41 | 24 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 20 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 20 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 19 | 67 | 16 | 63 | 24 | 67 | 40 | 24 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 19 | 64 | 13 | 56 | 20 | 68 | 32 | 17 | 82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 19 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 19 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 18 | 59 | 14 | 51 | 19 | 69 | 45 | 21 | 79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 18 | 65 | 14 | 59 | 21 | 68 | 40 | 21 | 79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 18 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 18 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 14 | 60 | 10 | 53 | 15 | 57 | 32 | 14 | 76 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 14 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 12 | 57 | 7 | 52 | 12 | 53 | 33 | 14 | 74 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 12 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 10 | 59 | 5 | 50 | 9 | 71 | 10 | 10 | 69 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | 3.9 | -0.3784 | -0.2998 | 1.65 | -0.4217 | 6.7 | -0.3325 | -0.3168 | 2.57 | -0.3678 | 20 | -0.1228 | -0.0718 | 3.64 | -0.1478 | |
2026.03 | - | - | - | - | - | - | - | - | - | 17.2 | -0.1987 | -0.1348 | 1.88 | -0.2422 | 18.9 | -0.1882 | -0.2248 | 2.51 | -0.2396 | 33.3 | -0.0596 | -0.0207 | 6.96 | -0.0831 | |
2026.03 | - | - | - | - | - | - | - | - | - | 16.1 | -0.2334 | -0.1601 | 1.49 | -0.2776 | 20 | -0.1692 | -0.2151 | 1.54 | -0.2177 | 36.1 | -0.0487 | -0.0081 | 8.71 | -0.0752 | |
2026.03 | - | - | - | - | - | - | - | - | - | 27.8 | -0.1408 | -0.0769 | 9.59 | -0.1805 | 21.7 | -0.1694 | -0.1844 | 3.38 | -0.219 | 48.3 | 0.0062 | -0.0002 | 0.676 | -0.0127 | |
2026.03 | - | - | - | - | - | - | - | - | - | 15 | -0.29 | -0.2262 | 3.03 | -0.336 | 18.3 | -0.2287 | -0.2535 | 6.43 | -0.2815 | 33.3 | -0.0609 | -0.0538 | 2.21 | -0.0853 | |
2026.03 | - | - | - | - | - | - | - | - | - | 10 | -0.2312 | -0.1677 | 2.85 | -0.27 | 10 | -0.2913 | -0.2873 | 7.64 | -0.3273 | 26.1 | -0.0913 | -0.0147 | 1.59 | -0.1181 | |
2026.03 | - | - | - | - | - | - | - | - | - | 16.1 | -0.2836 | -0.192 | 2.1 | -0.3275 | 18.9 | -0.2125 | -0.2535 | 3.91 | -0.264 | 36.7 | -0.0477 | -0.0163 | 1.59 | -0.0704 | |
2026.03 | - | - | - | - | - | - | - | - | - | 10 | -0.2265 | -0.1607 | 1.92 | -0.2615 | 8.3 | -0.2898 | -0.2566 | 9.49 | -0.326 | 30.6 | -0.0445 | -0.0226 | 1.56 | -0.0606 | |
2026.03 | - | - | - | - | - | - | - | - | - | 16.1 | -0.1611 | -0.0866 | 1.87 | -0.1936 | 11.1 | -0.2625 | -0.2455 | 1.79 | -0.2969 | 37.2 | -0.0145 | -0.0024 | 0.0621 | -0.0308 | |
2026.03 | - | - | - | - | - | - | - | - | - | 12.8 | -0.303 | -0.2395 | 9.54 | -0.3484 | 18.9 | -0.2271 | -0.2438 | 7.61 | -0.2803 | 33.3 | -0.0637 | -0.06 | 3.8 | -0.0855 | |
2026.03 | - | - | - | - | - | - | - | - | - | 18.9 | -0.2399 | -0.2016 | 8.52 | -0.2862 | 21.7 | -0.2275 | -0.2268 | 9.05 | -0.2689 | 33.9 | -0.059 | -0.0399 | 4.68 | -0.0767 | |
2026.03 | - | - | - | - | - | - | - | - | - | 23.9 | -0.197 | -0.1592 | 2.18 | -0.2403 | 28.9 | -0.1449 | -0.1326 | 1.06 | -0.1866 | 42.2 | -0.0407 | -0.0138 | 1.06 | -0.0599 | |
2026.03 | - | - | - | - | - | - | - | - | - | 6.1 | -0.3168 | -0.2638 | 1.46 | -0.3565 | 16.7 | -0.266 | -0.2216 | 6.33 | -0.304 | 30 | -0.0695 | -0.0435 | 2.44 | -0.0909 | |
2026.03 | - | - | - | - | - | - | - | - | - | 6.7 | -0.3548 | -0.2799 | 2.79 | -0.3986 | 13.3 | -0.322 | -0.2865 | 1.54 | -0.3641 | 27.9 | -0.0953 | -0.0677 | 9.44 | -0.1179 | |
2026.03 | - | - | - | - | - | - | - | - | - | 14.4 | -0.2482 | -0.1504 | 8.26 | -0.2914 | 9.4 | -0.2726 | -0.2264 | 1.95 | -0.3066 | 34.4 | -0.1594 | -0.0079 | 6.26 | -0.2043 | |
2026.03 | - | - | - | - | - | - | - | - | - | 22.8 | -0.1702 | -0.0953 | 5.15 | -0.2105 | 20.6 | -0.1889 | -0.2161 | 3.35 | -0.2381 | 43.9 | -0.0004 | -0.0011 | 0.376 | -0.0183 | |
2026.03 | - | - | - | - | - | - | - | - | - | 30 | -0.1425 | -0.0495 | 2.12 | -0.1839 | 22.8 | -0.1455 | -0.0838 | 1.2 | -0.1805 | 32.2 | -0.0484 | -0.0026 | 4.08 | -0.0648 | |
2026.03 | - | - | - | - | - | - | - | - | - | 22.2 | -0.126 | -0.0797 | 3.25 | -0.16 | 28.3 | -0.1111 | -0.082 | 4.37 | -0.1419 | 36.7 | -0.0275 | -0.0035 | 7.76 | -0.0429 | |
2026.03 | - | - | - | - | - | - | - | - | - | 32.8 | -0.0697 | -0.0172 | 6.67 | -0.0998 | 36.1 | -0.0393 | -0.0153 | 3.44 | -0.0691 | 42.2 | -0.0186 | -0.0002 | 0.0852 | -0.0358 | |
2026.03 | - | - | - | - | - | - | - | - | - | 16.1 | -0.2167 | -0.1472 | 2.2 | -0.2611 | 26.7 | -0.1456 | -0.0754 | 3.45 | -0.1832 | 31.7 | -0.0712 | -0.0198 | 1.59 | -0.0891 | |
2026.03 | - | - | - | - | - | - | - | - | - | 12.8 | -0.255 | -0.2011 | 4.81 | -0.3 | 26.7 | -0.1393 | -0.1996 | 1.13 | -0.1946 | 29.4 | -0.0709 | -0.0578 | 1.68 | -0.0964 | |
2026.03 | - | - | - | - | - | - | - | - | - | 23.3 | -0.1215 | -0.066 | 4.74 | -0.1569 | 28.9 | -0.1016 | -0.0493 | 1.16 | -0.1368 | 38.3 | -0.036 | -0.0005 | 1.56 | -0.0529 | |
2026.03 | - | - | - | - | - | - | - | - | - | 15 | -0.1857 | -0.118 | 5.43 | -0.2228 | 13.9 | -0.2636 | -0.2759 | 3.74 | -0.2979 | 40 | -0.0136 | -0.0024 | 0.0563 | -0.0307 | |
2026.03 | - | - | - | - | - | - | - | - | - | 10 | -0.2222 | -0.1716 | 3.55 | -0.2572 | 8.9 | -0.2952 | -0.2675 | 1.66 | -0.3304 | 30.6 | -0.039 | -0.0161 | 8 | -0.0547 | |
2026.03 | - | - | - | - | - | - | - | - | - | 23.3 | -0.1848 | -0.0947 | 1.27 | -0.2241 | 12.8 | -0.2533 | -0.231 | 5.43 | -0.2868 | 38.3 | -0.0337 | -0.0035 | 6.61 | -0.0499 | |
2026.03 | - | - | - | - | - | - | - | - | - | 28.9 | -0.0812 | -0.0253 | 1.98 | -0.1111 | 35 | -0.049 | -0.0214 | 1.16 | -0.0774 | 41.1 | -0.0229 | -0.0012 | 2.56 | -0.0397 | |
2026.03 | - | - | - | - | - | - | - | - | - | 25.6 | -0.0927 | -0.0427 | 4 | -0.1235 | 35 | -0.0705 | -0.0641 | 6.53 | -0.0999 | 44.4 | -0.0115 | -0.0012 | 0.139 | -0.0275 | |
2026.03 | - | - | - | - | - | - | - | - | - | 33.9 | -0.1512 | -0.0672 | 4.18 | -0.1971 | 33.9 | -0.0967 | -0.0449 | 1.17 | -0.1337 | 47.2 | -0.0189 | 0 | 0.12 | -0.0348 | |
2026.03 | - | - | - | - | - | - | - | - | - | 30 | -0.0802 | -0.0363 | 8.24 | -0.1156 | 25 | -0.1062 | -0.0697 | 6.29 | -0.1386 | 42.2 | -0.0216 | -0.0004 | 4.16 | -0.0386 |