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Time-Series Classification on 24 UCR/UEA datasets (test)
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73.6
Accuracy
Chronicle Stage 1
36.16
45.88
55.6
65.32
May 18, 2026
Accuracy
F1 Score
Updated 13d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Chronicle Stage 1
Category=Chronicle, Tr...
2026.05
73.6
71.2
Chronicle Stage 2
Category=Chronicle, Tr...
2026.05
72.9
70
FEDformer
Category=Supervised DL...
2026.05
72.3
66.6
Moirai-2
Category=TS Foundation...
2026.05
71.4
69.2
PatchTST
Category=Supervised DL...
2026.05
66.8
61.8
TimesNet
Category=Supervised DL...
2026.05
64.5
57.5
DLinear
Category=Supervised DL...
2026.05
63.7
60.6
Autoformer
Category=Supervised DL...
2026.05
62.8
56.6
iTransformer
Category=Supervised DL...
2026.05
62.8
58.2
TimesFM
Category=TS Foundation...
2026.05
61.1
56.3
Informer
Category=Supervised DL...
2026.05
56.5
48.3
Chronos-2
Category=TS Foundation...
2026.05
37.6
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