Time Series Classification on UCR Archive (test)
83.3AccuracyuDTW
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| uDTWClassifier type=Nearest neighbor, K=52026.05 | 83.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| uDTWClassifier type=Nearest neighbor, K=32026.05 | 81.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTW div.Classifier type=Nearest neighbor, K=52026.05 | 80.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| uDTWClassifier type=Nearest neighbor, K=12026.05 | 80 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTW div.Classifier type=Nearest neighbor, K=32026.05 | 79.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTW div.Classifier type=Nearest neighbor, K=12026.05 | 78.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTWClassifier type=Nearest neighbor, K=52026.05 | 78 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTWClassifier type=Nearest neighbor, K=32026.05 | 77.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTWClassifier type=Nearest neighbor, K=12026.05 | 76.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DTWClassifier type=Nearest neighbor, K=52026.05 | 75.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DTWClassifier type=Nearest neighbor, K=32026.05 | 75 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DTWClassifier type=Nearest neighbor, K=12026.05 | 74.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EuclideanClassifier type=Nearest neighbor, K=52026.05 | 73 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EuclideanClassifier type=Nearest neighbor, K=32026.05 | 72.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| uDTWClassifier type=Nearest centroid2026.05 | 72.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EuclideanClassifier type=Nearest neighbor, K=12026.05 | 71.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTW div.Classifier type=Nearest centroid2026.05 | 70.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| sDTWClassifier type=Nearest centroid2026.05 | 70.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DTWClassifier type=Nearest centroid2026.05 | 65.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EuclideanClassifier type=Nearest centroid2026.05 | 61.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MantisProtocol=Linear Probing, Evaluation=Best epoch performance averaged over 3 random seeds2026.03 | — | 61.33 | 73.32 | 67.05 | 66.71 | 66.95 | 71.05 | 93.11 | 65.56 | 85 | 100 | 99.3 | 77.22 | 87.37 | 68.06 | 66.11 | 95.24 | |
| MomentProtocol=Linear Probing, Evaluation=Best epoch performance averaged over 3 random seeds2026.03 | — | 75 | 78.86 | 61.05 | 65.76 | 57.67 | 80.76 | 97.56 | 74.44 | 95 | 85 | 94.11 | 79.44 | 98.06 | 69.01 | 69.98 | 89.29 | |
| NuTimeProtocol=Linear Probing, Evaluation=Best epoch performance averaged over 3 random seeds2026.03 | — | 73.67 | 72.55 | 66.1 | 63.62 | 60.24 | 76 | 84.44 | 65.56 | 86.67 | 96.67 | 97.44 | 75 | 93.2 | 66.75 | 73.7 | 91.67 | |
| UticaProtocol=Linear Probing, Evaluation=Best epoch performance averaged over 3 random seeds2026.03 | — | 62 | 50.9 | 68.24 | 70.29 | 64.48 | 65.14 | 99.33 | 61.11 | 88.33 | 90 | 99.52 | 76.11 | 96.6 | 57.29 | 74.3 | 98.81 |