Dynamics prediction on DNLS homogeneous N=4 (test)
1.17Test lossG-SympNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| G-SympNetN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.17 | 2.91 | |
| LA-SympNetN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.19 | 7.55 | |
| HNNN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.34 | 6.23 | |
| α-SGHNN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.51 | 3.11 | |
| MLPN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.95 | 8.29 | |
| HGINN=4, Duration=20 s, Averaged Trajectories=302026.04 | 7.52 | 7.23 | |
| NSSNNN=4, Duration=20 s, Averaged Trajectories=302026.04 | 9.8 | 1.1 |