| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Boyan chain | RETD | Tail-average RMSE0.166 | 16 | 5d ago | |
| RW tabular | TETD | Tail-average RMSE0.023 | 16 | 27d ago | |
| Random Walk | Steady-state AUC Error0.0236 | 15 | 5d ago | ||
| Baird's counterexample | Steady-state AUC Error0.0128 | 15 | 5d ago | ||
| Random Walk | TDRC | RMSVE0.0312 | 9 | 5d ago | |
| Two-state | RMSVE0 | 9 | 5d ago | ||
| Boyan Chain environment | Steady-state AUC Error0.1669 | 9 | 5d ago | ||
| Two-state environment | GTD2-MP | Steady-state AUC Error3.67 | 9 | 5d ago | |
| RW inverted | TETD | Tail-average RMSE0.035 | 8 | 27d ago | |
| New two-state | RETD | Tail-Average RMSE4.131 | 7 | 27d ago | |
| Two-state | TDRC | Tail-average RMSE0.82 | 7 | 27d ago | |
| Two-state | TDRC | Steady-state AUC error1.05 | 6 | 5d ago | |
| Random Walk | Final RMSPBE0.0236 | 6 | 5d ago | ||
| Baird | Final RMSPBE0.0082 | 6 | 5d ago | ||
| Baird | RETD | Tail-average RMSE1.41 | 5 | 27d ago |
