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Benchmarks
Operator Learning on 1D Burgers
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0.0047
Relative L2 Error
DANOP
-0.354752
2.071549
4.49785
6.924151
May 17, 2025
Jul 22, 2025
Sep 27, 2025
Dec 3, 2025
Feb 8, 2026
Apr 16, 2026
Jun 22, 2026
Relative L2 Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative L2 Error
DANOP
Context Setting=Unifor...
2026.06
0.0047
DANOP
Context Setting=Zero-S...
2026.06
0.0048
FNO
Context Setting=Dense...
2026.06
0.005
DNOP
Context Setting=Zero-S...
2026.06
0.0057
DNOP
Context Setting=Unifor...
2026.06
0.0058
DANOP
Context Setting=Cluste...
2026.06
0.0059
DNOP
Context Setting=Cluste...
2026.06
0.0115
SKNO
Training Time=15.51 min
2025.05
5.475
Transolver
Training Time=94.23 min
2025.05
6.277
FNO
Training Time=6.86 min
2025.05
6.479
DeepONet
Training Time=2.07 min
2025.05
8.991
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