10-step rollout prediction on Active Matter (test)
0.38410-step Rollout VRMSECSM + Axial ViT
Evaluation Results
| Method | Links | |
|---|---|---|
| CSM + Axial ViTNumber of Parameters=45M, Attention Scheme=Axial, Surrogate Variant=CSM2025.07 | 0.384 | |
| CKM + Axial ViTNumber of Parameters=45M, Attention Scheme=Axial, Surrogate Variant=CKM2025.07 | 0.39 | |
| CKM + Vanilla ViTNumber of Parameters=7M, Attention Scheme=Vanilla, Surrogate Variant=CKM2025.07 | 0.522 | |
| CSM + Vanilla ViTNumber of Parameters=7M, Attention Scheme=Vanilla, Surrogate Variant=CSM2025.07 | 0.563 | |
| FFNONumber of Parameters=7M2025.07 | 0.567 | |
| SineNetNumber of Parameters=35M2025.07 | 0.76 |