UEA
Benchmarks
TaskDatasetSOTA resultTrendResults
UEA datasets average of 6 (test)
64.3Average Test Accuracy
46
UEA-27 (test)
96.18EigenWorms Accuracy
39
UEA 30% missing rate (test)
74.3Accuracy
39
18 UEA datasets Regular
73.1Accuracy
38
UEA 18 datasets 70% Missing
69.7Accuracy
34
UEA
80.9Average Accuracy
18
28 UEA Datasets
71.24Average Accuracy
18
18 UEA datasets Average across scenarios
70.8Accuracy
18
18 UEA datasets 50% Missing
69.1Accuracy
18
UEA 8 multivariate
68.25Accuracy
18
UEA 10
64.3Accuracy
17
UEA Multivariate 12 datasets (test)
90.82Average AUC-PRC
16
UEA
74.29Accuracy
13
UEA 26 (test)
71.7Accuracy
11
UEA datasets
0.981EPSY
11
UEA SAD
98.9ROC-AUC
11
UEA-27
74.2Accuracy
10
UEA Multivariate
98.23Near-OOD AUROC
9
UEA 30 datasets
74.29Avg. Accuracy
6
UEA 30 archive (test)
305.37FLOPs (M)
6
UEA (test)
99.44Articulary Word Recognition Accuracy
5
UEA 90% missing rate (test)
0.345Accuracy
5
UEA 60% missing rate (test)
41.1Accuracy
5
UEA 30 archive
15Baseline Wins
5
UEA v1 (test)
99.33Articulary Word Recognition Accuracy
4