Prediction on FinTSR-Bench 1.0 (test B)
55.6EventFinSTaR
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FinSTaRModel Category=Financial TSRM (Ours)2026.05 | 55.6 | 80 | 75 | 77.3 | 50.1 | 64.3 | 67 | |
| Chronos-1Model Category=DL Forecasting2026.05 | 54.9 | 71 | 53.9 | 54.2 | 48 | 51 | 55.5 | |
| TiDEModel Category=DL Forecasting2026.05 | 54.4 | 54.6 | 57.2 | 55.6 | 54.1 | 57.5 | 55.6 | |
| DeepARModel Category=DL Forecasting2026.05 | 53.1 | 61.4 | 50.3 | 54.2 | 53.7 | 55.9 | 54.8 | |
| TFTModel Category=DL Forecasting2026.05 | 53 | 60.2 | 38.9 | 53.7 | 49.2 | 50.9 | 51 | |
| Chronos-2Model Category=DL Forecasting2026.05 | 53 | 69.5 | 47 | 53.6 | 49.1 | 48.2 | 53.4 | |
| MAModel Category=Statistical Forecasting2026.05 | 52.7 | 57.2 | 46.1 | 56.8 | 53.2 | 57.6 | 53.9 | |
| ETSModel Category=Statistical Forecasting2026.05 | 52 | 59.5 | 47.6 | 53.6 | 53.9 | 56.5 | 53.8 | |
| DriftModel Category=Statistical Forecasting2026.05 | 50.7 | 72.5 | 66 | 53.6 | 47.8 | 48.3 | 56.5 | |
| PatchTSTModel Category=DL Forecasting2026.05 | 49.2 | 79.7 | 48.7 | 64.6 | 48.6 | 44.9 | 56 | |
| DLinearModel Category=DL Forecasting2026.05 | 48.7 | 62.1 | 66.9 | 55.3 | 52.5 | 56.8 | 57 | |
| MomentumModel Category=Statistical Forecasting2026.05 | 47.2 | 68.8 | 55.6 | 53.6 | 45.9 | 49.5 | 53.4 | |
| Last ValueModel Category=Statistical Forecasting2026.05 | 44.5 | 62.1 | 51.2 | 53.6 | 49.9 | 48.3 | 51.6 |