CSPaper: sidekick of peer review

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ICML2025-MainTrack-Submission#1102-Reviewer:5yS6

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cocktailfreedom

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Table 1: Comparison to the most recent baselines available at https://github.com/thuml/Time-Series-Library

Window	Ours	D3VAE	Pyraformer	Autoformer	PatchTST	DLinear	FEDformer	TimesNet
8-8	0.136/0.214	0.251/0.398	0.228/0.338	0.198/0.321	0.872/0.660	0.803/0.719	0.205/0.327	0.318/0.380
16-16	0.153/0.224	0.308/0.437	0.241/0.351	0.170/0.294	0.270/0.332	0.357/0.425	0.180/0.300	0.157/0.261
32-32	0.144/0.203	0.410/0.534	0.260/0.364	0.170/0.290	0.198/0.271	0.243/0.330	0.186/0.301	0.147/0.250

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