Dynamical Systems Reconstruction on LEMON empirical (train/evaluation)
2.73DstspConvSSM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ConvSSMGTF=enabled2024.11 | 2.73 | 0.14 | 1.78 | |
| standard SSM2024.11 | 2.77 | 0.15 | 2 | |
| LFADS2024.11 | 3.24 | 0.43 | 2.45 | |
| ConvSSMGTF=disabled, alpha=02024.11 | 3.77 | 0.34 | 1.43 | |
| Noise process2024.11 | 4.62 | 0.76 | — | |
| Fixed point2024.11 | 5.27 | — | — | |
| MINDy2024.11 | 6.79 | 0.27 | 1.97 | |
| rSLDS2024.11 | 15.51 | 0.24 | 1.78 |