| ETT | | RMSE0.0263 | | 29 | 26d ago |
| ETT (val) | | Average RMSE0.0512 | | 20 | 26d ago |
| BoC (val) | Nash | Average RMSE0.0049 | | 20 | 26d ago |
| BoC | Nash | Average RMSE0.0067 | | 20 | 26d ago |
| Logistic | Nash | Average RMSE0.1883 | | 20 | 26d ago |
| Periodic | | Average RMSE0.8445 | | 20 | 26d ago |
| Lorenz system | GLMY Optimized | RMSE0.2454 | | 13 | 7d ago |
| Concept | | Average RMSE0.2017 | | 12 | 26d ago |
| NARMA | GLMY Optimized | RMSE0.1475 | | 9 | 2mo ago |
| MSO | GLMY Optimized | RMSE0.2216 | | 9 | 2mo ago |
| Mackey-Glass | GLMY Optimized | RMSE0.3039 | | 9 | 2mo ago |
| Concept Drift | Nash | Average RMSE0.32 | | 8 | 26d ago |
| Electricity UCI (test) | SOCNN1 | MSE0.163 | | 7 | 3mo ago |
| Asynchronous 64 synthetic (test) | SOCNN1 | MSE0.035 | | 7 | 3mo ago |
| Asynchronous 16 synthetic (test) | SOCNN1 | MSE0.019 | | 7 | 3mo ago |
| Synchronous 64 synthetic (test) | | MSE0.028 | | 7 | 3mo ago |
| Synchronous 16 synthetic (test) | | MSE0.151 | | 7 | 3mo ago |
| original time series Bx | Stud(5), WEM(linear weights), VAR(1), Avg | RMSE0.5112 | | 6 | 1mo ago |
| Spiral trajectories (test) | Latent ODE | Predictive RMSE0.1346 | | 6 | 3mo ago |
| Quotes (test) | SOCNN1 | MSE0.387 | | 6 | 3mo ago |
| Cavity (test) | NDDE | MSE0.13 | | 5 | 2mo ago |
| KS (test) | NDDE | MSE0.28 | | 5 | 2mo ago |
| Brusselator (test) | ANODE | MSE0.005 | | 5 | 2mo ago |
| 7-dataset aggregate suite (chronological) | TimeSeriesTransformerForPrediction | Improved Count47 | | 3 | 28d ago |
| Lorenz 96 system (F=8) (test) | LSTM | NRMSE6.8 | | 3 | 3mo ago |
