Synthetic Data Generation on 15-minute resolution residential ECP (32-shot)
0.0201MMDTransformer-based few-shot learning for ECP modeling
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Transformer-based few-shot learning for ECP modelingShots=32, Resolution=15-minute2024.08 | 0.0201 | 0.1227 | 0.1237 | 0.0515 | 0.0015 | |
| CDDPMShots=32, Resolution=15-minute2024.08 | 0.1539 | 0.2956 | 0.3477 | 0.523 | 0.0578 | |
| CVAEShots=32, Resolution=15-minute2024.08 | 0.3167 | 0.3078 | 0.233 | 0.2809 | 0.074 | |
| CFlowShots=32, Resolution=15-minute2024.08 | 0.4522 | 0.3719 | 0.2145 | 0.3033 | 0.065 |