Time-series Generation on ETTh EP
0.0136Context-FIDUPLOTS (GPT2)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UPLOTS (GPT2)Data Type=Multi Data, Generation Length=482026.06 | 0.0136 | 0.0136 | 0.1307 | |
| UPLOTS (llama3)Data Type=Multi Data, Generation Length=482026.06 | 0.0145 | 0.0143 | 0.1308 | |
| TimeDP-AAAI2025Data Type=Multi Data, Generation Length=482026.06 | 0.1003 | 0.0324 | 0.1309 | |
| DiffTime-NIPS2023Data Type=Single Data, Generation Length=482026.06 | 0.1214 | 0.0179 | 0.1309 | |
| Diffwave-ICLR2021Data Type=Single Data, Generation Length=482026.06 | 0.1466 | 0.0194 | 0.131 | |
| Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=482026.06 | 0.2123 | 0.089 | 0.1309 | |
| UPLOTS (Empty)Data Type=Multi Data, Generation Length=482026.06 | 0.2599 | 0.1012 | 0.1312 | |
| TimeGAN-NIPS2019Data Type=Single Data, Generation Length=482026.06 | 0.3231 | 0.0215 | 0.1308 | |
| TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=482026.06 | 0.5697 | 0.0192 | 0.1307 |