Synthetic Data Generation on 15-minute resolution residential ECP (4-shot)
0.0238MMDTransformer-based few-shot learning for ECP modeling
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Transformer-based few-shot learning for ECP modelingShots=4, Resolution=15-minute2024.08 | 0.0238 | 0.2132 | 0.2145 | 0.1077 | 0.0019 | |
| CDDPMShots=4, Resolution=15-minute2024.08 | 0.176 | 0.2911 | 0.4106 | 0.5484 | 0.0567 | |
| CVAEShots=4, Resolution=15-minute2024.08 | 0.2868 | 0.3414 | 0.2441 | 0.2618 | 0.0761 | |
| CFlowShots=4, Resolution=15-minute2024.08 | 0.4949 | 0.3684 | 0.2566 | 0.3906 | 0.0714 |