| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ETT | GLMY Optimized | RMSE0.1927 | 9 | 1mo ago | |
| NARMA | GLMY Optimized | RMSE0.1475 | 9 | 1mo ago | |
| Lorenz system | GLMY Optimized | RMSE0.2454 | 9 | 1mo ago | |
| MSO | GLMY Optimized | RMSE0.2216 | 9 | 1mo ago | |
| Mackey-Glass | GLMY Optimized | RMSE0.3039 | 9 | 1mo ago | |
| Electricity UCI (test) | SOCNN1 | MSE0.163 | 7 | 1mo ago | |
| Asynchronous 64 synthetic (test) | SOCNN1 | MSE0.035 | 7 | 1mo ago | |
| Asynchronous 16 synthetic (test) | SOCNN1 | MSE0.019 | 7 | 1mo ago | |
| Synchronous 64 synthetic (test) | MSE0.028 | 7 | 1mo ago | ||
| Synchronous 16 synthetic (test) | MSE0.151 | 7 | 1mo ago | ||
| Spiral trajectories (test) | Latent ODE | Predictive RMSE0.1346 | 6 | 1mo ago | |
| Quotes (test) | SOCNN1 | MSE0.387 | 6 | 1mo ago | |
| Cavity (test) | NDDE | MSE0.13 | 5 | 1mo ago | |
| KS (test) | NDDE | MSE0.28 | 5 | 1mo ago | |
| Brusselator (test) | ANODE | MSE0.005 | 5 | 1mo ago | |
| Lorenz 96 system (F=8) (test) | LSTM | NRMSE6.8 | 3 | 1mo ago | |
| Lorenz 96 system F=0.9 (test) | LSTM | NRMSE0.02 | 3 | 1mo ago | |
| ED GIB (test) | - | - | 0 | 1mo ago | |
| ICU GIB (test) | - | - | 0 | 1mo ago | |
| ICU Cardiac Arrest (test) | - | - | 0 | 1mo ago | |
| ICU Sepsis (test) | - | - | 0 | 1mo ago |
