Time Series Forecasting on TFRBench In-Domain
0.884MAE (Solar Daily)STRIDE
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| STRIDEBackbone=Chronos-2.02026.05 | 0.884 | 0.448 | 2.922 | 0.828 | 0.28 | 0.404 | 2.081 | 0.719 | 2.47 | 0.676 | 0.615 | |
| Chronos-2.02026.05 | 1.409 | 0.685 | 4.162 | 1.271 | 0.294 | 0.413 | 2.127 | 0.75 | 2.69 | 0.708 | 0.765 | |
| ARIMA2026.05 | 1.444 | 0.699 | 5.564 | 1.536 | 0.569 | 0.873 | 2.239 | 0.789 | 3.57 | 0.799 | 0.939 | |
| TimesFM-2.52026.05 | 1.475 | 0.735 | 4.758 | 1.38 | 0.328 | 0.448 | 2.142 | 0.753 | 2.62 | 3.401 | 1.343 | |
| Gemini-3.1-Pro2026.05 | 1.603 | 0.779 | 3.944 | 1.184 | 0.476 | 0.671 | 2.341 | 0.801 | 4.16 | 0.833 | 0.854 | |
| Claude-Sonnet-4.52026.05 | 1.78 | 0.869 | 6.316 | 1.714 | 0.413 | 0.595 | 2.71 | 0.898 | 8.34 | 3.244 | 1.464 | |
| Gemini-2.5-Flash2026.05 | 2.166 | 1.037 | 6.271 | 1.785 | 0.46 | 0.662 | 2.675 | 0.904 | 4.62 | 1.11 | 1.1 | |
| Claude-Sonnet-42026.05 | 2.481 | 1.169 | 8.774 | 2.647 | 0.475 | 0.703 | 3.417 | 1.125 | 1.11 | 3.026 | 1.734 | |
| Gemini-2.5-Pro2026.05 | 2.598 | 1.217 | 7.604 | 2.244 | 0.432 | 0.63 | 2.775 | 0.938 | 4.99 | 1.266 | 1.259 |