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ResearchFormerly WizWand

Next-step prediction on Supernova Explosion (test)

0.267VRMSECKM
0.260320.305410.35050.39559Jul 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CKM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.267
f.p.s.# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.272
CSM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.287
f.p.s.# Tokens=4096, Backbone=Axial ViT (50M)2025.070.288
CKM# Tokens=4096, Backbone=Axial ViT (50M)2025.070.289
CSM# Tokens=4096, Backbone=Axial ViT (50M)2025.070.305
Well Baseline2025.070.3063
CKM# Tokens=512, Backbone=Vanilla ViT (100M)2025.070.362
CKM# Tokens=512, Backbone=Axial ViT (50M)2025.070.371
CSM# Tokens=512, Backbone=Vanilla ViT (100M)2025.070.38
f.p.s.# Tokens=512, Backbone=Vanilla ViT (100M)2025.070.387
CSM# Tokens=512, Backbone=Axial ViT (50M)2025.070.388
f.p.s.# Tokens=512, Backbone=Axial ViT (50M)2025.070.392
CKM# Tokens=64, Backbone=Vanilla ViT (100M)2025.070.414
CSM# Tokens=64, Backbone=Vanilla ViT (100M)2025.070.417
CKM# Tokens=64, Backbone=Axial ViT (50M)2025.070.419
CSM# Tokens=64, Backbone=Axial ViT (50M)2025.070.421
f.p.s.# Tokens=64, Backbone=Vanilla ViT (100M)2025.070.426
f.p.s.# Tokens=64, Backbone=Axial ViT (50M)2025.070.434