| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Lorenz-63 3d | standard PLRNN | Dstsp0.23 | 23 | 5mo ago | |
| 2D Wave (test) | DINo | Input Time Step Value1.089 | 15 | 1mo ago | |
| 2D Wave (train) | In-t Error2.738 | 15 | 1mo ago | ||
| 2D Navier-Stokes (test) | DINo | Reconstruction Error (In-t)1.326 | 15 | 1mo ago | |
| 2D Navier-Stokes (train) | DINo | In-t Prediction Error1.02 | 15 | 1mo ago | |
| LEMON empirical (train/evaluation) | ConvSSM | Dstsp2.73 | 8 | 5mo ago | |
| Lorenz-96 20d | SINDy | Dstsp1.59 | 8 | 5mo ago | |
| EEG 64d | shPLRNN | Dstsp2.1 | 7 | 5mo ago | |
| ECG | Long Expressive Memory | Dstsp16.3 | 7 | 5mo ago | |
| Membrane potential recordings original 1-dimensional data | Neural ODE | Dstsp0.8 | 4 | 5mo ago |
