Time Series Forecasting on Flux (test)
0.105RMSE (H=6)Guard
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GuardModel Category=Proposed Method, Zero-shot=false2026.06 | 0.105 | 0.15 | 0.202 | 0.829 | 0.095 | |
| TransformerModel Category=Deep TS SOTA, Zero-shot=false2026.06 | 0.195 | 0.191 | 0.22 | 1.084 | 0.191 | |
| PatchTSTModel Category=Deep TS SOTA, Zero-shot=false2026.06 | 0.255 | 0.238 | 0.235 | 0.938 | 0.183 | |
| DLinearModel Category=Deep TS SOTA, Zero-shot=false2026.06 | 0.375 | 0.388 | 0.382 | 1.676 | 0.159 | |
| iTransformerModel Category=Deep TS SOTA, Zero-shot=false2026.06 | 0.378 | 0.338 | 0.399 | 0.974 | 0.249 | |
| TimesFMModel Category=Zero-Shot Teacher, Zero-shot=true2026.06 | 426.6 | 456.9 | 490.7 | 490.7 | 0.449 | |
| ChronosModel Category=Zero-Shot Teacher, Zero-shot=true2026.06 | 480.3 | 499.7 | 514 | 514 | 0.415 |