Multivariate Time Series Classification on UEA Multivariate Time Series Classification Archive
99AWR Accuracy
ResNet + GTA
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2023.02 | 99 | - | 33.3 | 100 | 99.5 | 98.6 | 68 | 51.9 | 98.6 | 87.8 | 33.5 | 56.4 | 59 | 44.6 | 53.8 | 80 | 62.4 | 99.5 | 83.9 | 69.1 | 66 | 97.8 | 77.5 | 99 | 33.6 | 92.1 | 90.4 | 61.1 | 99.8 | 46.7 | 79.4 | 74.1 | 8.7 | - | - | |
2023.02 | 99 | - | 46.7 | 100 | 100 | 100 | 70 | 65.6 | 97.1 | 93.3 | 34.2 | 65.3 | 64 | 45.9 | 58.7 | 78 | 69.4 | 99.2 | 90.6 | 56.9 | 64 | 96.7 | 81.5 | 99.1 | 34.1 | 91.4 | 87.7 | 58.9 | 100 | 60 | 90.6 | 76.6 | 6.2 | - | - | |
2023.02 | 99 | - | 40 | 100 | 99.9 | 98.6 | 66 | 94.7 | 98.6 | 95.6 | 35.4 | 65.2 | 58 | 48.6 | 55.8 | 77.6 | 69.4 | 98.6 | 88.9 | 62.5 | 56 | 96.1 | 81.5 | 98.9 | 33.6 | 90.1 | 89.4 | 57.2 | 99.5 | 46.7 | 89.7 | 76.4 | 4.9 | - | - | |
2023.02 | 99 | - | 53.3 | 100 | 99.8 | 100 | 66 | 93.1 | 97.1 | 97.1 | 33.8 | 65.4 | 65.4 | 47.3 | 56.7 | 78.5 | 69.1 | 98.6 | 89.4 | 66.5 | 65.8 | 94.4 | 78 | 99.1 | 32.6 | 90.8 | 90.1 | 59.4 | 99.8 | 46.7 | 90 | 77.4 | - | - | - | |
2025.05 | 99 | - | 20 | 100 | 96.4 | 98.6 | 60 | - | 99.3 | 35.7 | 95.9 | 63.3 | 49 | 32.4 | 30.8 | 72.2 | 24.6 | 71.6 | 85 | 41.1 | 50 | 82.8 | 89.6 | 97.2 | - | 79.6 | 84 | 47.8 | 98.1 | 40 | 90.9 | 67.5 | - | 23.3 | 9 | |
2023.02 | 98.8 | - | 23.3 | 100 | 99.8 | 99.3 | 54 | 41.4 | 98 | 88.1 | 24 | 57.5 | 56.8 | 44.3 | 66.8 | 48.9 | 66.7 | 99.1 | 95 | 41.3 | 53.5 | 96.8 | 76 | 98.5 | 29.9 | 87.7 | 83.5 | 53.2 | 99.7 | 38.3 | 92.7 | 70.4 | 10.3 | - | - | |
2023.02 | 98.7 | - | 33.3 | 100 | 99.7 | 95.8 | 57.5 | 48.9 | 97.1 | 13.3 | 32.3 | 55.6 | 53 | 37.8 | 35.7 | 75.1 | 20.8 | 96.5 | 85 | 56.8 | 59 | 93.9 | 75.1 | 98 | 17.5 | 86.8 | 65.2 | 55 | 98.3 | 40 | 89.4 | 65.7 | 13.2 | - | - | |
2023.02 | 98.7 | - | 40 | 100 | 98 | 98.6 | 72.5 | 87.8 | 98.7 | 13.3 | 31.2 | 60.2 | 58 | 33.8 | 45.1 | 75.6 | 25 | 98.4 | 85.6 | 59 | 61 | 88.3 | 75.1 | 97.7 | 29.8 | 88.2 | 78.2 | 57.8 | 97.5 | 53.3 | 90.6 | 69.9 | 10.6 | - | - | |
2023.02 | 98.7 | - | 40 | 100 | 99.5 | 100 | 74 | 51.1 | 97.1 | 87 | 32.7 | 59.7 | 57 | 45.9 | 48.2 | 80.5 | 66.5 | 99.7 | 95 | 47.7 | 66 | 98.9 | 78.6 | 99.2 | 29.2 | 89.5 | 92.8 | 59.4 | 99.9 | 53.3 | 85.9 | 74.4 | 7.1 | - | - | |
2023.02 | 98.7 | - | 46.7 | 100 | 99.6 | 100 | 76 | 60.3 | 98.6 | 86.3 | 35 | 55.6 | 62 | 43.2 | 39.3 | 78.5 | 62.8 | 98.9 | 82.2 | 67.3 | 55 | 98.9 | 79.2 | 99.1 | 30.5 | 90.8 | 89.1 | 61.1 | 99.4 | 60 | 74.7 | 74.3 | 11 | - | - | |
2025.05 | 98.7 | - | 52 | 88.5 | 96.2 | 97.5 | 34.4 | - | 75.5 | 30.6 | 94.7 | 65.3 | 61.6 | 51.4 | 26.6 | 63.2 | - | 94.1 | 80.8 | 51.1 | 63.8 | 80.4 | 85 | 97.3 | - | 83.8 | 88.9 | 58.6 | 97.6 | 70.7 | 87.9 | 70.1 | - | 8.7 | 5 | |
2025.05 | 98.7 | - | 20 | 97.5 | 99.5 | 97.2 | 68 | - | 96.4 | 30.8 | 87.4 | 50.1 | 48 | 33.8 | 51.5 | 68.3 | 46.6 | 98.4 | 86.7 | 53.7 | 51 | 92.8 | 68.2 | 98.9 | - | 85.5 | 81.2 | 57.8 | 98.8 | 46.7 | 90.6 | 69.9 | - | 23.3 | 5 | |
2023.02 | 98.5 | - | 40 | 100 | 99.9 | 100 | 66.7 | 76.3 | 97.3 | 91.7 | 32.1 | 63.6 | 58 | 48.6 | 57.1 | 77.1 | 69.3 | 98.7 | 88.3 | 55.9 | 64.3 | 95.9 | 80 | 99 | 34.1 | 90.1 | 84.6 | 57.6 | 99.7 | 37.8 | 90.5 | 75.1 | 4.2 | - | - | |
2023.02 | 98.3 | - | 46.7 | 100 | 99.5 | 100 | 70 | 43.5 | 99.3 | 13.3 | 34.6 | 63.9 | 60 | 44.6 | 41.2 | 77.6 | 10.5 | 98.6 | 84.4 | 61.2 | 54 | 97.8 | 99.1 | 75.7 | 22.5 | 89.5 | 87.8 | 54.4 | 99.5 | 40 | 89.4 | 68.6 | 9.3 | - | - | |
2023.02 | 98.3 | - | 40 | 100 | 99.3 | 98.6 | 69 | 54.7 | 96.7 | 89.8 | 32.1 | 56.5 | 58.5 | 40.5 | 39.5 | 77.8 | 66 | 98.9 | 81.7 | 51.1 | 57 | 97.5 | 99 | 62.1 | 28.6 | 88.8 | 85.5 | 56.4 | 99.3 | 36.7 | 79.8 | 71.3 | 6.4 | - | - | |
2023.02 | 98.3 | - | 40 | 100 | 99.3 | 98.6 | 67 | 50.6 | 97.1 | 83.5 | 30 | 54.2 | 57.5 | 41.2 | 53.1 | 75.9 | 62.2 | 98.2 | 83.1 | 68.5 | 58 | 96.9 | 98.9 | 41.3 | 33.7 | 87.2 | 87.4 | 56.4 | 99.7 | 46.7 | 71.6 | 71.2 | 6.3 | - | - | |
2023.02 | 98.3 | - | 40 | 100 | 99.3 | 98.6 | 68 | 50.4 | 97.8 | 82.2 | 33.8 | 56.3 | 64 | 44.6 | 44.2 | 76.6 | 60 | 98.9 | 88.9 | 65.2 | 63 | 95.6 | 99.1 | 80.3 | 31.7 | 90.8 | 89.4 | 60.6 | 99.2 | 46.7 | 75.6 | 73.3 | 7.9 | - | - | |
2023.02 | 98.3 | - | 46.7 | 100 | 99.5 | 98.6 | 72 | 51.9 | 98.6 | 83 | 32.7 | 55.9 | 55 | 43.2 | 43.4 | 77.1 | 60.3 | 99.2 | 89.4 | 67.9 | 64 | 97.8 | 76.3 | 99.1 | 30.6 | 93.4 | 88.7 | 58.3 | 99.8 | 53.3 | 74.1 | 73.6 | 7.4 | - | - | |
2023.02 | 98 | - | 46.7 | 92.5 | 99.8 | 86.1 | 52.1 | 48.9 | 83.3 | 87.4 | 33.8 | 64.8 | 51 | 36.5 | 15.9 | 62.4 | 56.7 | 93.8 | 80 | 56 | 50 | 87.8 | 86.7 | 98 | 9.3 | 80.3 | 92.4 | 56.1 | 95 | 40 | 83.3 | 67.5 | 13 | - | - | |
2023.02 | 98 | - | 40 | 100 | 99.1 | 98.6 | 78 | 60.3 | 98.6 | 83.7 | 35.4 | 56 | 64 | 47.3 | 41.9 | 78.5 | 63.6 | 98.9 | 78.9 | 66.4 | 63 | 99.4 | 99.2 | 78.6 | 30.7 | 92.8 | 88.4 | 60 | 99.3 | 66.7 | 82.5 | 74.9 | 7 | - | - | |
2025.05 | 98 | - | 46.7 | 100 | 98.7 | 91.7 | 72 | - | 97.1 | 24.7 | 93.7 | 67.5 | 53 | 64.9 | 21.5 | 70.2 | 72.3 | 97.6 | 76.7 | 51.8 | 58 | 87.8 | 85.5 | 96.9 | - | 90.1 | 83.6 | 51.1 | 98.4 | 73.3 | 88.1 | 73.3 | - | 15.6 | - | |
2025.05 | 97.3 | - | 13.3 | 97.5 | 96.7 | 95.8 | 46 | - | 95.7 | 29.7 | 85.2 | 53.6 | 47 | 32.4 | 24.9 | 74.6 | 46.9 | 97.8 | 81.7 | 59.5 | 50 | 91.1 | 69.9 | 97.9 | - | 77.6 | 79.9 | 55 | 93.4 | 40 | 75.9 | 66.5 | - | 20.7 | 10 | |
2025.05 | 96.8 | - | 35.4 | 100 | 98.9 | 95.8 | 45.7 | - | 97 | 33.3 | 94.3 | 58.1 | 49.5 | 53.6 | 41.4 | 72.5 | 32.8 | 96.2 | 82.9 | 52.6 | 49.5 | 80.4 | 80 | 97.1 | - | 88.3 | 81.9 | 59.1 | 99.4 | 44.1 | 88.5 | 69.9 | - | 23.2 | 5 | |
2025.05 | 95.3 | - | 26.7 | 100 | 98.5 | 91.7 | 38 | - | 95.7 | 28.5 | 90.4 | 54.4 | 46 | 24.3 | 49.8 | 75 | 26.4 | 93 | 82.2 | 47.4 | 61 | 82.2 | 73.4 | 97.4 | - | 81.6 | 82.3 | 53.3 | 97 | 33.3 | 75.3 | 66.4 | - | 25.2 | 10 | |
2025.05 | 94.7 | - | 20 | 80 | 96.8 | 95.8 | 26 | - | 94.9 | 26.6 | 84.1 | 56.9 | 53 | 28.4 | 14.9 | 61 | 48.4 | 85.1 | 75.6 | 46.7 | 49 | 75 | 85.5 | 95.6 | - | 69.7 | 82.3 | 55.6 | 95.7 | 40 | 85 | 63.4 | - | 17.3 | 16 | |
2025.05 | 94.3 | - | 13.3 | 100 | 99.3 | 97.2 | 65 | - | 97.1 | 20.5 | 13.3 | 51.3 | 58 | 35.1 | 45.1 | 74.1 | 15.6 | 98.9 | 88.3 | 50.9 | 58 | 91.7 | 67.6 | 98.1 | - | 85.5 | 84.3 | 53.9 | 90.5 | 33.3 | 87.5 | 65.2 | - | 22.2 | 12 |