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Latent space generation on Vorticity and Convection Physical Simulation

0DMSEL-DM
-0.0043540.0252820.0549180.084554Feb 19, 2026

Evaluation results

MethodLinks
L-DMCategory=Latent space models, Paradigm=Joint-trained2026.0200.0763
L-SI (Gaussian)Category=Latent space models, Paradigm=Joint-trained2026.020.00280.0729
L-SI (Empirical)Category=Latent space models, Paradigm=Joint-trained2026.020.00310.8274
L-FMCategory=Latent space models, Paradigm=Joint-trained2026.020.00350.0739
L-SI (Empirical)Category=Latent space models, Paradigm=Two-phase w/ MP2026.020.00630.0285
L-FMCategory=Latent space models, Paradigm=Two-phase w/ MP2026.020.00640.0293
L-DMCategory=Latent space models, Paradigm=Two-phase w/ MP2026.020.00640.0294
L-SI (Gaussian)Category=Latent space models, Paradigm=Two-phase w/ MP2026.020.00660.0298
L-FMCategory=Latent space models, Paradigm=Two-phase w/ GA2026.020.01850.0344
L-SI (Gaussian)Category=Latent space models, Paradigm=Two-phase w/ GA2026.020.01870.0346
L-SI (Empirical)Category=Latent space models, Paradigm=Two-phase w/ GA2026.020.02220.0377
L-CDMCategory=Latent space models, Paradigm=Two-phase w/ GA2026.020.02280.038
L-FMCategory=Latent space models, Paradigm=Two-phase w/o regs2026.020.0950.3045
L-DMCategory=Latent space models, Paradigm=Two-phase w/o regs2026.020.09520.3154
L-SI (Empirical)Category=Latent space models, Paradigm=Two-phase w/o regs2026.020.09640.2995
L-SI (Gaussian)Category=Latent space models, Paradigm=Two-phase w/o regs2026.020.10980.3171