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ResearchFormerly WizWand

PDEArena

Benchmarks

TaskDatasetSOTA resultTrendResults

Operator Learning

PDEArena NS-cond

0.152L2RE

25

Operator Learning

PDEArena NS

2.36L2RE

25

PDE Reconstruction

PDEArena Navier-Stokes

5.82L2 Reconstruction Error (L2RE)

7

PDE Reconstruction

PDEArena Navier-Stokes Compressible (PA-NSC)

0.053L2 Relative Error (L2RE)

5

Long-term Rollout Prediction

PDEArena Navier-Stokes (PA-NS)

0.075L2RE Step 1

4

Navier-Stokes Simulation

PDEArena v1.0 (test)

0.064L2 Reconstruction Error (NS)

2

PDE Reconstruction

PDEArena Shallow Water Equations

0.104L2RE

2