Time Series Forecasting on Uber TLC Benchmark II C=21, H=4
0.12WQLTimesFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimesFMRetrieval-Augmented Forecasting (RAF)=true2024.11 | 0.12 | 0.658 | |
| TimesFMRetrieval-Augmented Forecasting (RAF)=false2024.11 | 0.13 | 0.71 | |
| ChronosRetrieval-Augmented Forecasting (RAF)=true2024.11 | 0.145 | 0.876 | |
| ChronosRetrieval-Augmented Forecasting (RAF)=false2024.11 | 0.15 | 0.954 | |
| MoiraiRetrieval-Augmented Forecasting (RAF)=true2024.11 | 0.202 | 1.104 | |
| MoiraiRetrieval-Augmented Forecasting (RAF)=false2024.11 | 0.206 | 1.11 | |
| Lag-LlamaRetrieval-Augmented Forecasting (RAF)=true2024.11 | 0.251 | 1.346 | |
| Lag-LlamaRetrieval-Augmented Forecasting (RAF)=false2024.11 | 0.272 | 1.379 |