Nonlinear Temporal ICA on Synthetic dataset S2.1 (test)
96.93z_t MCCTDRL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TDRLu_t availability=Ground Truth2024.09 | 96.93 | — | |
| CtrlNSu_t availability=Estimated2024.09 | 96.74 | 98.21 | |
| i-VAEu_t availability=N/A2024.09 | 81.6 | — | |
| TDRLu_t availability=N/A2024.09 | 53.45 | — | |
| NCTRLu_t availability=Estimated2024.09 | 47.27 | 34.94 | |
| BetaVAEu_t availability=N/A2024.09 | 42.37 | — | |
| SlowVAEu_t availability=N/A2024.09 | 41.82 | — | |
| PCLu_t availability=N/A2024.09 | 38.46 | — | |
| TCLu_t availability=N/A2024.09 | 24.19 | — | |
| HMNLICAu_t availability=Estimated2024.09 | 17.82 | 13.67 |