Synthetic Data Generation on 15-minute resolution residential ECP (8-shot)
0.0208MMDTransformer-based few-shot learning for ECP modeling
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Transformer-based few-shot learning for ECP modelingShots=8, Resolution=15-minute2024.08 | 0.0208 | 0.173 | 0.192 | 0.0992 | 0.0015 | |
| CDDPMShots=8, Resolution=15-minute2024.08 | 0.1234 | 0.3048 | 0.3319 | 0.368 | 0.0607 | |
| CVAEShots=8, Resolution=15-minute2024.08 | 0.4089 | 0.3222 | 0.2888 | 0.2337 | 0.0528 | |
| CFlowShots=8, Resolution=15-minute2024.08 | 0.8356 | 0.3772 | 0.6516 | 0.5345 | 0.0675 |