Time Series Classification on UEA-27 (test)
96.18EigenWorms Accuracy
TiConvNext
Updated 18d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 96.18 | 97.67 | 100 | 97.14 | 100 | 56 | 98.15 | 100 | 46.01 | 58.06 | 53 | 39.19 | 34.71 | 74.15 | 42.2 | 94.32 | 59.12 | 92.78 | 50 | 87.22 | 80.35 | 25.68 | 85.53 | 84.98 | 49.44 | 96.73 | 85.94 | 73.5 | - | - | |
2026.02 | 93.13 | 98.33 | 100 | 96.59 | 100 | 48 | 98.52 | 100 | 50.57 | 59.96 | 57 | 29.73 | 33.41 | 72.68 | 41.1 | 94.86 | 60.14 | 92.78 | 57 | 87.22 | 70.52 | 25.2 | 86.84 | 84.98 | 52.78 | 96 | 91.88 | 73.3 | - | - | |
2026.02 | 93.13 | 98 | 100 | 95.17 | 99.54 | 44 | 96.3 | 100 | 36.63 | 53.21 | 53.33 | 32.88 | 24.94 | 73.5 | 32.43 | 87.21 | 60.04 | 90.74 | 49 | 85.74 | 97.69 | 27.09 | 85.09 | 79.29 | 50.56 | 91.39 | 81.56 | 71.05 | - | - | |
2025.02 | 93.13 | 98 | 100 | 95.17 | 99.54 | 44 | 96.3 | 100 | 36.63 | 53.21 | 53.33 | 32.88 | 24.94 | 73.5 | 32.43 | 87.21 | 60.04 | 90.74 | 49 | 85.74 | 97.69 | 27.09 | 85.09 | 79.29 | 50.56 | 91.39 | 81.56 | 71.05 | 3 | - | |
2026.02 | 91.6 | 99.33 | 100 | 98.12 | 98.61 | 54 | 99.26 | 100 | 39.54 | 59.25 | 57 | 35.14 | 41.53 | 75.61 | 56.4 | 96.22 | 65.94 | 95 | 55 | 91.67 | 79.77 | 28.69 | 92.11 | 87.37 | 53.89 | 97.14 | 90.62 | 75.51 | - | - | |
2026.02 | 88.8 | 98.33 | 98.33 | 93.73 | 100 | 43.33 | 98.15 | 100 | 38.66 | 55 | 53.67 | 28.83 | 23.73 | 72.52 | 32.03 | 88.2 | 59.53 | 90.37 | 51 | 86.85 | 97.3 | 27.13 | 85.31 | 79.86 | 49.07 | 89.31 | 85.42 | 70.91 | - | - | |
2025.02 | 88.8 | 98.33 | 98.33 | 93.73 | 100 | 43.33 | 98.15 | 100 | 38.66 | 55 | 53.67 | 28.83 | 23.73 | 72.52 | 32.03 | 88.2 | 59.53 | 90.37 | 51 | 86.85 | 97.3 | 27.13 | 85.31 | 79.86 | 49.07 | 89.31 | 85.42 | 70.91 | 2 | - | |
2026.02 | 88.55 | 99.33 | 100 | 98.68 | 98.61 | 50 | 98.89 | 100 | 42.59 | 58.34 | 64 | 31.08 | 39.88 | 79.51 | 60.4 | 95.95 | 65.9 | 94.44 | 50 | 89.44 | 83.24 | 32.15 | 90.13 | 86.69 | 51.11 | 98.04 | 92.19 | 75.52 | - | - | |
2026.07 | 87.8 | - | - | - | - | - | - | - | 21.5 | - | - | - | - | 78.4 | - | - | - | - | 48.4 | - | - | - | - | 82.6 | 51.2 | - | - | 61.7 | - | 3.5 | |
2026.02 | 87.53 | 96 | 100 | 98.14 | 94.44 | 51.33 | 88.27 | 98.55 | 42.71 | 52.73 | 49.67 | 33.78 | 28.12 | 74.96 | 36.17 | 95.5 | 61.58 | 83.89 | 43.33 | 71.48 | 84.01 | 24.99 | 80.04 | 77.02 | 49.26 | 88.98 | 87.6 | 69.63 | - | - | |
2025.02 | 87.53 | 96 | 100 | 98.14 | 94.44 | 51.33 | 88.27 | 98.55 | 42.71 | 52.73 | 49.67 | 33.78 | 28.12 | 74.96 | 36.17 | 95.5 | 61.58 | 83.89 | 43.33 | 71.48 | 84.01 | 24.99 | 80.04 | 77.02 | 49.26 | 88.98 | 87.6 | 69.63 | 4 | - | |
2026.02 | 87.02 | 99.33 | 100 | 98.47 | 100 | 50 | 98.15 | 100 | 41.06 | 61.89 | 61 | 37.84 | 25.29 | 74.15 | 61.8 | 98.11 | 55.72 | 91.67 | 59 | 86.67 | 89.6 | 24.75 | 91.45 | 85.67 | 55 | 96.45 | 92.5 | 74.91 | - | - | |
2026.07 | 85.6 | - | - | - | - | - | - | - | 34.4 | - | - | - | - | 75.2 | - | - | - | - | 53.7 | - | - | - | - | 83.1 | 53.7 | - | - | 64.3 | - | 2.1 | |
2026.07 | 85 | - | - | - | - | - | - | - | 26.4 | - | - | - | - | 76.5 | - | - | - | - | 51.3 | - | - | - | - | 82.8 | 49.9 | - | - | 62 | - | 3.5 | |
2026.02 | 83.97 | 99 | 100 | 96.94 | 100 | 38 | 97.78 | 100 | 40.3 | 66 | 62 | 32.43 | 41.65 | 77.07 | 39.3 | 94.05 | 59.21 | 89.44 | 48 | 83.89 | 77.46 | 23.59 | 88.82 | 84.98 | 49.44 | 96.41 | 87.19 | 72.48 | - | - | |
2026.02 | 83.97 | 99.33 | 100 | 97.42 | 100 | 34 | 97.78 | 100 | 54.75 | 63.62 | 60 | 33.78 | 35.41 | 75.12 | 34.4 | 90 | 60.14 | 90.56 | 53 | 82.22 | 81.5 | 24.31 | 86.84 | 84.98 | 48.33 | 91.59 | 92.5 | 72.43 | - | - | |
2026.07 | 83.9 | - | - | - | - | - | - | - | 25.3 | - | - | - | - | 72.9 | - | - | - | - | 47 | - | - | - | - | 80.9 | 53.7 | - | - | 60.6 | - | 4.9 | |
2026.02 | 83.21 | 98.67 | 100 | 98.4 | 98.61 | 48 | 97.04 | 99.28 | 47.15 | 62.06 | 57 | 31.08 | 37.88 | 70.24 | 29.8 | 92.43 | 60.54 | 85.56 | 49 | 84.44 | 78.61 | 19.86 | 84.87 | 82.59 | 51.11 | 97.91 | 91.56 | 71.74 | - | - | |
2026.02 | 81.93 | 99.56 | 100 | 97.61 | 98.61 | 50.67 | 98.77 | 100 | 40.56 | 55.66 | 51 | 32.43 | 30.86 | 79.84 | 62.77 | 94.05 | 66.76 | 92.78 | 49.67 | 89.26 | 99.61 | 31.07 | 92.32 | 77.36 | 56.11 | 92.85 | 89.06 | 74.49 | - | - | |
2026.02 | 81.42 | 99.22 | 100 | 97.61 | 98.61 | 54 | 98.77 | 99.76 | 41.83 | 54.92 | 55 | 27.93 | 28.08 | 79.19 | 60.73 | 93.96 | 65.99 | 92.41 | 46.67 | 88.89 | 99.61 | 32.13 | 91.01 | 81.34 | 51.67 | 93.74 | 88.96 | 74.2 | - | - | |
2025.02 | 81.42 | 99.22 | 100 | 97.61 | 98.61 | 54 | 98.77 | 99.76 | 41.83 | 54.92 | 55 | 27.93 | 28.08 | 79.19 | 60.73 | 93.96 | 65.99 | 92.41 | 46.67 | 88.89 | 99.61 | 32.13 | 91.01 | 81.34 | 51.67 | 93.74 | 88.96 | 74.2 | 11 | - | |
2026.07 | 81.1 | - | - | - | - | - | - | - | 24.1 | - | - | - | - | 77.7 | - | - | - | - | 47.7 | - | - | - | - | 89.9 | 50.5 | - | - | 61.8 | - | 4 | |
2026.02 | 80.15 | 99.33 | 100 | 96.31 | 98.61 | 41.33 | 98.77 | 100 | 34.85 | 57.16 | 52.33 | 27.48 | 25.76 | 73.17 | 28.03 | 81.62 | 58.92 | 86.48 | 53 | 83.89 | 99.61 | 27.09 | 82.46 | 78.5 | 51.67 | 76.19 | 88.33 | 69.67 | - | - | |
2025.02 | 80.15 | 99.33 | 100 | 96.31 | 98.61 | 41.33 | 98.77 | 100 | 34.85 | 57.16 | 52.33 | 27.48 | 25.76 | 73.17 | 28.03 | 81.62 | 58.92 | 86.48 | 53 | 83.89 | 99.61 | 27.09 | 82.46 | 78.5 | 51.67 | 76.19 | 88.33 | 69.67 | 6 | - | |
2026.02 | 78.63 | 99 | 96.67 | 96.03 | 99.54 | 42 | 97.65 | 100 | 27.5 | 61.33 | 52 | 31.53 | 25.25 | 72.52 | 28.7 | 89.28 | 57.33 | 89.63 | 49.33 | 82.96 | 99.61 | 26.86 | 83.55 | 78.84 | 49.63 | 75.47 | 86.15 | 69.52 | - | - | |
2025.02 | 78.63 | 99 | 96.67 | 96.03 | 99.54 | 42 | 97.65 | 100 | 27.5 | 61.33 | 52 | 31.53 | 25.25 | 72.52 | 28.7 | 89.28 | 57.33 | 89.63 | 49.33 | 82.96 | 99.61 | 26.86 | 83.55 | 78.84 | 49.63 | 75.47 | 86.15 | 69.52 | 2 | - | |
2026.02 | 76.34 | 93.33 | 100 | 98.4 | 90.28 | 42 | 90.74 | 96.38 | 37.26 | 54.74 | 52 | 35.14 | 23.06 | 75.61 | 32.4 | 96.49 | 50.93 | 84.44 | 50 | 81.67 | 71.1 | 20.58 | 73.03 | 74.4 | 47.78 | 90.04 | 85.94 | 67.56 | - | - | |
2026.02 | 76.08 | 98.44 | 97.5 | 96.98 | 97.22 | 44.67 | 96.79 | 99.28 | 29.53 | 55.4 | 53 | 29.28 | 26 | 73.17 | 26.7 | 88.47 | 63.13 | 84.63 | 52.33 | 83.52 | 99.61 | 21.12 | 84.65 | 77.47 | 49.07 | 94.47 | 89.17 | 69.91 | - | - | |
2025.02 | 76.08 | 98.44 | 97.5 | 96.98 | 97.22 | 44.67 | 96.79 | 99.28 | 29.53 | 55.4 | 53 | 29.28 | 26 | 73.17 | 26.7 | 88.47 | 63.13 | 84.63 | 52.33 | 83.52 | 99.61 | 21.12 | 84.65 | 77.47 | 49.07 | 94.47 | 89.17 | 69.91 | 2 | - | |
2026.07 | 75 | - | - | - | - | - | - | - | 29.9 | - | - | - | - | 73.9 | - | - | - | - | 49.5 | - | - | - | - | 79.8 | 53 | - | - | 60.2 | - | 4.5 | |
2026.02 | 73.54 | 99.11 | 100 | 96.7 | 99.07 | 42.67 | 97.65 | 100 | 41.32 | 56.91 | 52.67 | 28.83 | 20.55 | 77.56 | 61.43 | 93.42 | 56.73 | 87.78 | 48 | 83.33 | 99.23 | 26.64 | 91.23 | 79.52 | 50.74 | 90.16 | 88.85 | 71.99 | - | - | |
2025.02 | 73.54 | 99.11 | 100 | 96.7 | 99.07 | 42.67 | 97.65 | 100 | 41.32 | 56.91 | 52.67 | 28.83 | 20.55 | 77.56 | 61.43 | 93.42 | 56.73 | 87.78 | 48 | 83.33 | 99.23 | 26.64 | 91.23 | 79.52 | 50.74 | 90.16 | 88.85 | 71.99 | 3 | - | |
2026.07 | 70.9 | - | - | - | - | - | - | - | 27.9 | - | - | - | - | 76.2 | - | - | - | - | 47.7 | - | - | - | - | 80.7 | 48.2 | - | - | 58.6 | - | 5.5 | |
2026.02 | 56.49 | 91 | 95 | 96.94 | 84.72 | 28 | 85.19 | 95.65 | 60.46 | 64.02 | 49 | 39.19 | 22.59 | 72.68 | - | 81.62 | 50.16 | 63.89 | 57 | 79.44 | 94.22 | 17.12 | 84.87 | 88.74 | 50.56 | 96.13 | 76.25 | - | - | - | |
2026.02 | 56.49 | 91 | 95 | 96.94 | 84.72 | 28 | 85.19 | 95.65 | 60.46 | 64.02 | 49 | 39.19 | 22.59 | 72.68 | - | 81.62 | 50.16 | 63.89 | 57 | 79.44 | 94.22 | 17.12 | 84.87 | 88.74 | 50.56 | 96.13 | 76.25 | 68.5 | - | - | |
2025.02 | 56.49 | 91 | 95 | 96.94 | 84.72 | 28 | 85.19 | 95.65 | 60.46 | 64.02 | 49 | 39.19 | 22.59 | 72.68 | - | 81.62 | 50.16 | 63.89 | 57 | 79.44 | 94.22 | 17.12 | 84.87 | 88.74 | 50.56 | 96.13 | 76.25 | 68.5 | 2 | - | |
2026.02 | 41.98 | 93 | 100 | 96.73 | 81.94 | 32 | 88.89 | 91.3 | 78.33 | 63.25 | 50 | 43.24 | 13.88 | 72.2 | 23.8 | 81.35 | 54.79 | 67.22 | 58 | 77.78 | 94.8 | 14.85 | 81.58 | 89.42 | 47.78 | 95.91 | 80.62 | 67.21 | - | - | |
2026.02 | 41.98 | 93 | 100 | 96.73 | 81.94 | 32 | 88.89 | 91.3 | 78.33 | 63.25 | 50 | 43.24 | 13.88 | 72.2 | 23.8 | 81.35 | 54.79 | 67.22 | 58 | 77.78 | 94.8 | 14.85 | 81.58 | 89.42 | 47.78 | 95.91 | 80.62 | 67.21 | - | - | |
2025.02 | 41.98 | 93 | 100 | 96.73 | 81.94 | 32 | 88.89 | 91.3 | 78.33 | 63.25 | 50 | 43.24 | 13.88 | 72.2 | 23.8 | 81.35 | 54.79 | 67.22 | 58 | 77.78 | 94.8 | 14.85 | 81.58 | 89.42 | 47.78 | 95.91 | 80.62 | 67.21 | 5 | - |