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ResearchFormerly WizWand

Next-step prediction on Turbulence Gravity Cooling (test)

0.103VRMSECKM
0.098480.128990.15950.19001Jul 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CKM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.103
f.p.s.# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.118
CSM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.121
CKM# Tokens=4096, Backbone=Axial ViT (50M)2025.070.124
f.p.s.# Tokens=4096, Backbone=Axial ViT (50M)2025.070.127
CSM# Tokens=4096, Backbone=Axial ViT (50M)2025.070.138
CKM# Tokens=512, Backbone=Vanilla ViT (100M)2025.070.164
f.p.s.# Tokens=512, Backbone=Vanilla ViT (100M)2025.070.179
CKM# Tokens=512, Backbone=Axial ViT (50M)2025.070.181
CSM# Tokens=512, Backbone=Vanilla ViT (100M)2025.070.183
f.p.s.# Tokens=512, Backbone=Axial ViT (50M)2025.070.194
CSM# Tokens=512, Backbone=Axial ViT (50M)2025.070.197
CSM# Tokens=64, Backbone=Vanilla ViT (100M)2025.070.199
f.p.s.# Tokens=64, Backbone=Vanilla ViT (100M)2025.070.199
CKM# Tokens=64, Backbone=Vanilla ViT (100M)2025.070.203
Well Baseline2025.070.2096
f.p.s.# Tokens=64, Backbone=Axial ViT (50M)2025.070.212
CSM# Tokens=64, Backbone=Axial ViT (50M)2025.070.215
CKM# Tokens=64, Backbone=Axial ViT (50M)2025.070.216