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ResearchFormerly WizWand

Operator Learning on 1D Kuramoto-Sivashinsky ν = 0.075 (test)

0.8Time (ms)SS-NO
0.69481.40492.1152.8251Jul 31, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SS-NOResolution (N)=322025.070.80.013
SS-NOResolution (N)=642025.070.810.026
SS-NOResolution (N)=2562025.070.810.104
SS-NOResolution (N)=5122025.070.810.209
SS-NOResolution (N)=1282025.070.820.052
U-NetResolution (N)=1282025.071.220.352
U-NetResolution (N)=642025.071.240.176
U-NetResolution (N)=5122025.071.241.407
U-NetResolution (N)=2562025.071.250.704
U-NetResolution (N)=322025.071.290.088
FFNOResolution (N)=642025.071.350.033
FFNOResolution (N)=1282025.071.350.044
FFNOResolution (N)=2562025.071.350.067
FFNOResolution (N)=322025.071.370.016
FFNOResolution (N)=5122025.071.390.12
GKTResolution (N)=2562025.072.250.015
GKTResolution (N)=642025.072.260.004
GKTResolution (N)=1282025.072.260.007
GKTResolution (N)=5122025.072.260.03
GKTResolution (N)=322025.072.30.002
FactFormerResolution (N)=322025.073.360.165
FactFormerResolution (N)=5122025.073.372.638
FactFormerResolution (N)=1282025.073.380.659
FactFormerResolution (N)=642025.073.390.33
FactFormerResolution (N)=2562025.073.431.319