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Benchmarks
10-step rollout prediction on Turbulent Radiative Layer 2D (TRL-2D)
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0.373
VRMSE
Convolutional Stride Modulation (CSM)
0.36508
0.41854
0.472
0.52546
Jul 12, 2025
VRMSE
Percentage Improvement (Δ)
Updated 1mo ago
Evaluation Results
Method
Method
Links
VRMSE
Percentage Improvement (Δ)
Convolutional Stride Modulation (CSM)
Backbone=Vanilla ViT (...
2025.07
0.373
16.4
Convolutional Kernel Modulation (CKM)
Backbone=Vanilla ViT (...
2025.07
0.409
-
Fixed Patch Size (f.p.s.)
Backbone=Vanilla ViT (...
2025.07
0.446
-
Convolutional Stride Modulation (CSM)
Backbone=Axial ViT (50...
2025.07
0.475
16.8
Convolutional Kernel Modulation (CKM)
Backbone=Axial ViT (50...
2025.07
0.57
-
Fixed Patch Size (f.p.s.)
Backbone=Axial ViT (50...
2025.07
0.571
-
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