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ResearchFormerly WizWand

PDE Solving on Canonical PDE Benchmark (test)

1.033Time per Sample (s)LinearAttentionNet
0.705762.914635.12357.33237May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LinearAttentionNetresolution=canonical benchmark resolution2026.051.033
Transolverresolution=canonical benchmark resolution2026.051.375
MEEC-Netresolution=canonical benchmark resolution2026.051.783
UPTresolution=canonical benchmark resolution2026.051.833
PointNetFieldresolution=canonical benchmark resolution2026.051.938
DeepONetresolution=canonical benchmark resolution2026.053.035
GNNresolution=canonical benchmark resolution2026.058.858
GalerkinAttentionNetresolution=canonical benchmark resolution2026.058.888
MGNresolution=canonical benchmark resolution2026.059.214