Time Series Super-Resolution on ETTm1, Weather, and PEMS-SF
0.04Generation TimeFlowTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FlowTSHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.04 | 1.53 | |
| SRTHardware=NVIDIA A100 GPU, Software=CUDA 12.2, Generation Steps=42026.05 | 0.04 | 1.77 | |
| SRT-largeHardware=NVIDIA A100 GPU, Software=CUDA 12.2, Precision=Mixed-precision2026.05 | 0.13 | — | |
| FlowIEHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.16 | 3.35 | |
| ResShiftHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.28 | 3.03 | |
| SRDiffHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.3 | 2.7 | |
| Diff-TSHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.31 | 1.82 | |
| CSDIHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.34 | 1.75 | |
| IDMHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.47 | 3.84 | |
| FTS-DiffHardware=NVIDIA A100 GPU, Software=CUDA 12.22026.05 | 0.49 | 2.97 |