Semi-supervised regression for mesh-based simulations on Dataset 1
0.0226RMSESuperMeshNet
Evaluation results
| Method | Links | |
|---|---|---|
| SuperMeshNetMPNN=MGN, Nh (number of HR samples)=20, N (number of LR samples)=200, Training time (s)=4212026.05 | 0.0226 | |
| SuperMeshNet-OMPNN=MGN, Nh (number of HR samples)=20, N (number of LR samples)=200, Training time (s)=503.22026.05 | 0.0269 | |
| UCVMEMPNN=MGN, Nh (number of HR samples)=20, N (number of LR samples)=200, Training time (s)=1122.622026.05 | 0.0293 | |
| Mean-TeacherMPNN=MGN, Nh (number of HR samples)=20, N (number of LR samples)=200, Training time (s)=693.842026.05 | 0.0325 | |
| TNNRMPNN=MGN, Nh (number of HR samples)=20, N (number of LR samples)=200, Training time (s)=477.482026.05 | 0.0624 |