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Operator Learning on PDEBench CNS (η=0.1, ζ=0.01)

0.0032L2 Relative Error

AOT-POT-M

Updated 16d ago

Evaluation Results

Method	Links
AOT-POT-M 2026.05		0.0032
AOT-POT-S 2026.05		0.0036
AOT-POT-T 2026.05		0.0039
MoE-POT-M 2026.05		0.009
DPOT-M 2026.05		0.0095
AOT-POT-M 2026.05		0.0095
AOT-POT-S 2026.05		0.0097
MoE-POT-S 2026.05		0.0118
MoE-POT-M 2026.05		0.0121
DPOT-S 2026.05		0.0126
DPOT-M 2026.05		0.0129
AOT-POT-T 2026.05		0.013
MoE-POT-T 2026.05		0.0131
DPOT-T 2026.05		0.0138
MoE-POT-S 2026.05		0.0181
DPOT-S 2026.05		0.0188
Oformer 2026.05		0.0205
MoE-POT-T 2026.05		0.0215
DPOT-T 2026.05		0.022
GNOT 2026.05		0.0341
GK-T 2026.05		0.0366
FFNO 2026.05		0.0452
FNO-m 2026.05		0.076
FNO 2026.05		0.17
UNet 2026.05		0.357