Next-step prediction on Rayleigh-Bénard (test)
0.0248VRMSECSM
Evaluation results
| Method | Links | |
|---|---|---|
| CSM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.07 | 0.0248 | |
| CKM# Tokens=4096, Backbone=Vanilla ViT (100M)2025.07 | 0.025 | |
| CKM# Tokens=4096, Backbone=Axial ViT (50M)2025.07 | 0.0291 | |
| CSM# Tokens=4096, Backbone=Axial ViT (50M)2025.07 | 0.0296 | |
| f.p.s.# Tokens=4096, Backbone=Vanilla ViT (100M)2025.07 | 0.031 | |
| CKM# Tokens=1024, Backbone=Vanilla ViT (100M)2025.07 | 0.0328 | |
| CSM# Tokens=1024, Backbone=Vanilla ViT (100M)2025.07 | 0.0349 | |
| f.p.s.# Tokens=4096, Backbone=Axial ViT (50M)2025.07 | 0.0361 | |
| f.p.s.# Tokens=1024, Backbone=Vanilla ViT (100M)2025.07 | 0.0362 | |
| CKM# Tokens=1024, Backbone=Axial ViT (50M)2025.07 | 0.0388 | |
| CSM# Tokens=1024, Backbone=Axial ViT (50M)2025.07 | 0.0406 | |
| f.p.s.# Tokens=1024, Backbone=Axial ViT (50M)2025.07 | 0.0443 | |
| CSM# Tokens=256, Backbone=Vanilla ViT (100M)2025.07 | 0.0459 | |
| CKM# Tokens=256, Backbone=Vanilla ViT (100M)2025.07 | 0.0467 | |
| f.p.s.# Tokens=256, Backbone=Vanilla ViT (100M)2025.07 | 0.0469 | |
| CSM# Tokens=256, Backbone=Axial ViT (50M)2025.07 | 0.0537 | |
| CKM# Tokens=256, Backbone=Axial ViT (50M)2025.07 | 0.0548 | |
| f.p.s.# Tokens=256, Backbone=Axial ViT (50M)2025.07 | 0.0582 | |
| Well Baseline2025.07 | 0.224 |