Next-step prediction on Supernova Explosion (test)
0.267VRMSECKM
Evaluation Results
| Method | Links | |
|---|---|---|
| CKM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.07 | 0.267 | |
| f.p.s.# Tokens=4096, Backbone=Vanilla ViT (100M)2025.07 | 0.272 | |
| CSM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.07 | 0.287 | |
| f.p.s.# Tokens=4096, Backbone=Axial ViT (50M)2025.07 | 0.288 | |
| CKM# Tokens=4096, Backbone=Axial ViT (50M)2025.07 | 0.289 | |
| CSM# Tokens=4096, Backbone=Axial ViT (50M)2025.07 | 0.305 | |
| Well Baseline2025.07 | 0.3063 | |
| CKM# Tokens=512, Backbone=Vanilla ViT (100M)2025.07 | 0.362 | |
| CKM# Tokens=512, Backbone=Axial ViT (50M)2025.07 | 0.371 | |
| CSM# Tokens=512, Backbone=Vanilla ViT (100M)2025.07 | 0.38 | |
| f.p.s.# Tokens=512, Backbone=Vanilla ViT (100M)2025.07 | 0.387 | |
| CSM# Tokens=512, Backbone=Axial ViT (50M)2025.07 | 0.388 | |
| f.p.s.# Tokens=512, Backbone=Axial ViT (50M)2025.07 | 0.392 | |
| CKM# Tokens=64, Backbone=Vanilla ViT (100M)2025.07 | 0.414 | |
| CSM# Tokens=64, Backbone=Vanilla ViT (100M)2025.07 | 0.417 | |
| CKM# Tokens=64, Backbone=Axial ViT (50M)2025.07 | 0.419 | |
| CSM# Tokens=64, Backbone=Axial ViT (50M)2025.07 | 0.421 | |
| f.p.s.# Tokens=64, Backbone=Vanilla ViT (100M)2025.07 | 0.426 | |
| f.p.s.# Tokens=64, Backbone=Axial ViT (50M)2025.07 | 0.434 |