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ResearchFormerly WizWand

Next-step prediction on Turbulent Radiative Layer 2D (test)

0.133VRMSECKM
0.12880.157150.18550.21385Jul 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CKM# Tokens=3072, Backbone=Vanilla ViT (100M)2025.070.133
f.p.s.# Tokens=3072, Backbone=Vanilla ViT (100M)2025.070.143
CKM# Tokens=3072, Backbone=Axial ViT (50M)2025.070.145
CSM# Tokens=3072, Backbone=Vanilla ViT (100M)2025.070.146
CSM# Tokens=3072, Backbone=Axial ViT (50M)2025.070.153
f.p.s.# Tokens=3072, Backbone=Axial ViT (50M)2025.070.153
CKM# Tokens=768, Backbone=Vanilla ViT (100M)2025.070.154
CKM# Tokens=768, Backbone=Axial ViT (50M)2025.070.165
f.p.s.# Tokens=768, Backbone=Vanilla ViT (100M)2025.070.173
CSM# Tokens=768, Backbone=Vanilla ViT (100M)2025.070.179
CSM# Tokens=768, Backbone=Axial ViT (50M)2025.070.179
f.p.s.# Tokens=768, Backbone=Axial ViT (50M)2025.070.186
CKM# Tokens=192, Backbone=Vanilla ViT (100M)2025.070.2
CSM# Tokens=192, Backbone=Vanilla ViT (100M)2025.070.204
CKM# Tokens=192, Backbone=Axial ViT (50M)2025.070.209
CSM# Tokens=192, Backbone=Axial ViT (50M)2025.070.211
f.p.s.# Tokens=192, Backbone=Vanilla ViT (100M)2025.070.225
Well Baseline2025.070.2269
f.p.s.# Tokens=192, Backbone=Axial ViT (50M)2025.070.238