10-step rollout prediction on Rayleigh-Bénard (test)
0.13710-step Rollout VRMSECSM + Vanilla ViT
Evaluation Results
| Method | Links | |
|---|---|---|
| CSM + Vanilla ViTNumber of Parameters=7M, Attention Scheme=Vanilla, Surrogate Variant=CSM2025.07 | 0.137 | |
| CSM + Axial ViTNumber of Parameters=45M, Attention Scheme=Axial, Surrogate Variant=CSM2025.07 | 0.1664 | |
| CKM + Vanilla ViTNumber of Parameters=7M, Attention Scheme=Vanilla, Surrogate Variant=CKM2025.07 | 0.192 | |
| CKM + Axial ViTNumber of Parameters=45M, Attention Scheme=Axial, Surrogate Variant=CKM2025.07 | 0.215 | |
| FFNONumber of Parameters=7M2025.07 | 0.94 | |
| SineNetNumber of Parameters=35M2025.07 | 1 |