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Operator Learning on PDEBench CNS (η=1, ζ=0.01)

0.491L2RE

AOT-POT-S

Updated 16d ago

Evaluation Results

Method	Links
AOT-POT-S 2026.05		0.491
AOT-POT-T 2026.05		0.655
AOT-POT-M 2026.05		0.943
MoE-POT-M 2026.05		1.41
DPOT-M 2026.05		1.46
MoE-POT-S 2026.05		1.61
DPOT-S 2026.05		1.67
AOT-POT-M 2026.05		1.68
MoE-POT-T 2026.05		1.85
DPOT-T 2026.05		1.95
AOT-POT-S 2026.05		2.04
MoE-POT-M 2026.05		2.26
DPOT-M 2026.05		2.38
AOT-POT-T 2026.05		2.8
MoE-POT-S 2026.05		3.23
DPOT-S 2026.05		3.37
GK-T 2026.05		3.77
MoE-POT-T 2026.05		3.95
DPOT-T 2026.05		3.97
GNOT 2026.05		4.2
FFNO 2026.05		5.2
Oformer 2026.05		6.25
FNO 2026.05		9.6
FNO-m 2026.05		10.8
UNet 2026.05		29.1