Probabilistic Time Series Forecasting on ETTm1 v1 (test)
0.211CRPSFLAME Small
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FLAME Smallprotocol=full-shot, horizon=962025.12 | 0.211 | 0.275 | |
| FLAME Smallprotocol=10% few-shot, horizon=962025.12 | 0.233 | 0.287 | |
| K2VAEyear=2025, horizon=962025.12 | 0.235 | 0.294 | |
| CSDIyear=2022, horizon=962025.12 | 0.236 | 0.308 | |
| FLAME Smallprotocol=full-shot, horizon=Avg2025.12 | 0.251 | 0.322 | |
| FLAME Smallprotocol=zero-shot, horizon=962025.12 | 0.294 | 0.368 | |
| NSDIFFyear=2025, horizon=962025.12 | 0.295 | 0.364 | |
| TSDiffyear=2023, horizon=962025.12 | 0.344 | 0.441 | |
| GRU NVPyear=2021, horizon=962025.12 | 0.383 | 0.488 | |
| TimeGradyear=2022, horizon=962025.12 | 0.522 | 0.645 |