Time-series classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
71Wins
21
Apr 29, 2026
65.6Accuracy
21
Apr 3, 2026
64.4Accuracy
21
Apr 3, 2026
70.6Accuracy
21
Apr 3, 2026
68.57Accuracy
21
Jul 1, 2026
58.22Accuracy
21
Jul 1, 2026
96.14Accuracy
21
Jul 1, 2026
89.37Mean Accuracy (UCR 30)
21
Apr 13, 2026
70.3Accuracy
20
Jul 2, 2026
71.7Accuracy
20
Jul 2, 2026
72.3Accuracy
20
Jul 2, 2026
72.7Accuracy
20
Jul 2, 2026
73Accuracy
20
Apr 3, 2026
71.8Accuracy
20
Apr 3, 2026
72.6Accuracy
20
Apr 3, 2026
74.3Accuracy
20
Apr 3, 2026
83.3Accuracy
20
May 26, 2026
97.9Accuracy
20
May 1, 2026
75Accuracy
20
Feb 26, 2026
95.6F1 Score
19
Mar 24, 2026
98.7F1 Score
19
Mar 24, 2026
63.1F1 Score
19
Mar 24, 2026
69.6F1 Score
19
Mar 24, 2026
97.23Accuracy
19
Apr 23, 2026
100Accuracy
19
Feb 26, 2026