Time Series Super-Resolution on ETTm1, Weather, and PEMS-SF (test)
2.49GFLOPsSRT
Evaluation results
| Method | Links | |
|---|---|---|
| SRTInput size=[1, 337, 7], Scope=entire generation process2026.05 | 2.49 | |
| FlowTSInput size=[1, 337, 7], Scope=entire generation process2026.05 | 3.74 | |
| FlowIEInput size=[1, 337, 7], Scope=entire generation process2026.05 | 14.39 | |
| SRT-largeInput size=[1, 337, 7], Scope=entire generation process2026.05 | 35.46 | |
| Diff-TSInput size=[1, 337, 7], Scope=entire generation process2026.05 | 187.49 | |
| ResShiftInput size=[1, 337, 7], Scope=entire generation process2026.05 | 204.17 | |
| CSDIInput size=[1, 337, 7], Scope=entire generation process2026.05 | 230.63 | |
| SRDiffInput size=[1, 337, 7], Scope=entire generation process2026.05 | 251.01 | |
| FTS-DiffInput size=[1, 337, 7], Scope=entire generation process2026.05 | 288.03 | |
| IDMInput size=[1, 337, 7], Scope=entire generation process2026.05 | 317.16 |