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ResearchFormerly WizWand

Next-step prediction on Active Matter (test)

0.0171VRMSECSM
0.0160440.0231720.03030.037428Jul 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CSM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.0171
CKM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.0192
f.p.s.# Tokens=4096, Backbone=Vanilla ViT (100M)2025.070.0213
CSM# Tokens=1024, Backbone=Vanilla ViT (100M)2025.070.0214
CKM# Tokens=1024, Backbone=Vanilla ViT (100M)2025.070.0221
CSM# Tokens=4096, Backbone=Axial ViT (50M)2025.070.0238
CKM# Tokens=4096, Backbone=Axial ViT (50M)2025.070.0244
f.p.s.# Tokens=1024, Backbone=Vanilla ViT (100M)2025.070.0245
CKM# Tokens=1024, Backbone=Axial ViT (50M)2025.070.026
f.p.s.# Tokens=4096, Backbone=Axial ViT (50M)2025.070.0276
CSM# Tokens=1024, Backbone=Axial ViT (50M)2025.070.0282
CSM# Tokens=256, Backbone=Vanilla ViT (100M)2025.070.0294
f.p.s.# Tokens=256, Backbone=Vanilla ViT (100M)2025.070.0315
Well Baseline2025.070.033
f.p.s.# Tokens=1024, Backbone=Axial ViT (50M)2025.070.034
CKM# Tokens=256, Backbone=Vanilla ViT (100M)2025.070.0344
CSM# Tokens=256, Backbone=Axial ViT (50M)2025.070.0368
CKM# Tokens=256, Backbone=Axial ViT (50M)2025.070.0369
f.p.s.# Tokens=256, Backbone=Axial ViT (50M)2025.070.0435