UCR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
128 UCR datasets
94.61Avg Accuracy
39
UCR
76.19Affiliation-F1
33
UCR First Part (test)
86.67ACSF1 Accuracy
32
UCR
96.94F1 Score
28
UCR
3,112,523Inference Throughput (scores/s)
27
UCR
0.332VUS-PR
25
UCR 30
89.37Mean Accuracy (UCR 30)
21
UCR 12
92.29Average AUC-PRC
16
UCR 128 datasets
84.05Accuracy
13
12 UCR (test)
84.64AUC-PRC
13
UCR WordSynonyms
91.8Accuracy
12
UCR Herring
80Accuracy
12
UCR Computers
87.5Accuracy
12
UCR 92 datasets
90Mean Accuracy
11
UCR 126 (test)
81.9Accuracy
11
UCR (test)
53.35F1e
11
UCR
0.84Training Time (s/epoch)
11
UCR FewShot (test)
84Accuracy
10
UCR
81.95Accuracy
10
UCR ProximalPhalanxOutlineCorrect
76.5Accuracy
10
UCR Earthquakes
82.1Accuracy
10
UCR 128
13,710.3Median Compression Ratio
9
UCR Univariate
94.11Near-OOD AUROC
9
UCR 112 (train)
2.85Total Training Time (hrs)
9
UCR 32 (held-out)
68.6Mean Accuracy
9