Time-series Generation on Energy MP
0.0323Context-FIDUPLOTS (llama3)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UPLOTS (llama3)Data Type=Multi Data, Generation Length=482026.06 | 0.0323 | 0.0116 | 0.2033 | |
| UPLOTS (GPT2)Data Type=Multi Data, Generation Length=482026.06 | 0.0348 | 0.0127 | 0.2033 | |
| TimeDP-AAAI2025Data Type=Multi Data, Generation Length=482026.06 | 0.0369 | 0.0124 | 0.2035 | |
| Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=482026.06 | 0.0825 | 0.0373 | 0.2034 | |
| DiffTime-NIPS2023Data Type=Single Data, Generation Length=482026.06 | 0.0839 | 0.0147 | 0.2034 | |
| Diffwave-ICLR2021Data Type=Single Data, Generation Length=482026.06 | 0.0969 | 0.0199 | 0.2036 | |
| UPLOTS (Empty)Data Type=Multi Data, Generation Length=482026.06 | 0.3331 | 0.0921 | 0.2135 | |
| TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=482026.06 | 0.577 | 0.0361 | 0.2037 | |
| TimeGAN-NIPS2019Data Type=Single Data, Generation Length=482026.06 | 0.8046 | 0.0534 | 0.2162 |