Next-step prediction on Turbulent Radiative Layer 2D (test)
0.133VRMSECKM
Evaluation Results
| Method | Links | |
|---|---|---|
| CKM# Tokens=3072, Backbone=Vanilla ViT (100M)2025.07 | 0.133 | |
| f.p.s.# Tokens=3072, Backbone=Vanilla ViT (100M)2025.07 | 0.143 | |
| CKM# Tokens=3072, Backbone=Axial ViT (50M)2025.07 | 0.145 | |
| CSM# Tokens=3072, Backbone=Vanilla ViT (100M)2025.07 | 0.146 | |
| CSM# Tokens=3072, Backbone=Axial ViT (50M)2025.07 | 0.153 | |
| f.p.s.# Tokens=3072, Backbone=Axial ViT (50M)2025.07 | 0.153 | |
| CKM# Tokens=768, Backbone=Vanilla ViT (100M)2025.07 | 0.154 | |
| CKM# Tokens=768, Backbone=Axial ViT (50M)2025.07 | 0.165 | |
| f.p.s.# Tokens=768, Backbone=Vanilla ViT (100M)2025.07 | 0.173 | |
| CSM# Tokens=768, Backbone=Vanilla ViT (100M)2025.07 | 0.179 | |
| CSM# Tokens=768, Backbone=Axial ViT (50M)2025.07 | 0.179 | |
| f.p.s.# Tokens=768, Backbone=Axial ViT (50M)2025.07 | 0.186 | |
| CKM# Tokens=192, Backbone=Vanilla ViT (100M)2025.07 | 0.2 | |
| CSM# Tokens=192, Backbone=Vanilla ViT (100M)2025.07 | 0.204 | |
| CKM# Tokens=192, Backbone=Axial ViT (50M)2025.07 | 0.209 | |
| CSM# Tokens=192, Backbone=Axial ViT (50M)2025.07 | 0.211 | |
| f.p.s.# Tokens=192, Backbone=Vanilla ViT (100M)2025.07 | 0.225 | |
| Well Baseline2025.07 | 0.2269 | |
| f.p.s.# Tokens=192, Backbone=Axial ViT (50M)2025.07 | 0.238 |