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Published at November 26MFF-FTNet: Multi-scale Feature Fusion across Frequency and Temporal Domains for Time Series Forecasting
cs.LG
Released Date: November 26, 2024
Authors: Yangyang Shi1, Qianqian Ren1, Yong Liu1, Jianguo Sun2
Aff.: 1Department of Computer Science and Technology, Heilongjiang University, Harbin, China; 2Hangzhou Institute of Technology, Xidian University, Hangzhou, China

| Dataset | Samples | Features | Train | Valid | Test |
|---|---|---|---|---|---|
| ETTh1 | 17,420 | 7 | 8640 | 2880 | 2880 |
| ETTh2 | 17,420 | 7 | 8640 | 2880 | 2880 |
| ETTm1 | 69,680 | 7 | 34560 | 11520 | 11520 |
| ETTm2 | 69,680 | 7 | 34560 | 11520 | 11520 |
| WTH | 35,064 | 12 | 21038 | 7013 | 7013 |