Dynamics prediction on DNLS homogeneous (N=32) (test)
1.25Test Lossα-SGHN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| α-SGHNN=32, Duration=20 s, Averaged Trajectories=302026.04 | 1.25 | 2.78 | |
| LA-SympNetN=32, Duration=20 s, Averaged Trajectories=302026.04 | 1.51 | 1.65 | |
| G-SympNetN=32, Duration=20 s, Averaged Trajectories=302026.04 | 2.66 | 7.09 | |
| HGINN=32, Duration=20 s, Averaged Trajectories=302026.04 | 2.93 | 4.41 | |
| NSSNNN=32, Duration=20 s, Averaged Trajectories=302026.04 | 3.28 | 5.37 | |
| HNNN=32, Duration=20 s, Averaged Trajectories=302026.04 | 5.64 | 6.74 | |
| MLPN=32, Duration=20 s, Averaged Trajectories=302026.04 | 6.18 | 7.3 |