Time-series Generation on ETTh Morning Peak
0.0226Context-FIDUPLOTS (llama3)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UPLOTS (llama3)Data Type=Multi Data, Backbone=LLaMA 3.2-1B2026.06 | 0.0226 | 0.0058 | 0.1605 | |
| UPLOTS (GPT2)Data Type=Multi Data, Backbone=GPT-22026.06 | 0.0243 | 0.0066 | 0.1606 | |
| Diffusion-TS-ICLR2024Data Type=Single Data2026.06 | 0.0478 | 0.0123 | 0.1607 | |
| DiffTime-NIPS2023Data Type=Single Data2026.06 | 0.1199 | 0.0119 | 0.1607 | |
| Diffwave-ICLR2021Data Type=Single Data2026.06 | 0.1613 | 0.0158 | 0.1606 | |
| UPLOTS (Empty)Data Type=Multi Data2026.06 | 0.1682 | 0.056 | 0.1614 | |
| TimeDP-AAAI2025Data Type=Multi Data2026.06 | 0.2145 | 0.0509 | 0.1607 | |
| TimeGAN-NIPS2019Data Type=Single Data2026.06 | 0.2939 | 0.0299 | 0.1607 | |
| TimeVAE-Arxiv2022Data Type=Single Data2026.06 | 0.6352 | 0.0232 | 0.1606 |