Share your thoughts, 1 month free Claude Pro on usSee more

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

0.0079L2 Relative Error (L2RE)

AOT-POT-M

Updated 16d ago

Evaluation Results

Method	Links
AOT-POT-M 2026.05		0.0079
MoE-POT-M 2026.05		0.0083
AOT-POT-S 2026.05		0.0083
DPOT-M 2026.05		0.0087
AOT-POT-T 2026.05		0.0088
AOT-POT-S 2026.05		0.0091
MoE-POT-S 2026.05		0.0113
DPOT-S 2026.05		0.0119
AOT-POT-T 2026.05		0.012
MoE-POT-T 2026.05		0.0126
DPOT-T 2026.05		0.0132
MoE-POT-S 2026.05		0.0145
DPOT-S 2026.05		0.0152
MoE-POT-M 2026.05		0.0152
AOT-POT-M 2026.05		0.0158
DPOT-M 2026.05		0.0161
MoE-POT-T 2026.05		0.0163
DPOT-T 2026.05		0.0174
GNOT 2026.05		0.0228
Oformer 2026.05		0.0254
GK-T 2026.05		0.0274
FFNO 2026.05		0.162
FNO-m 2026.05		0.23
FNO 2026.05		0.36
UNet 2026.05		0.569