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Benchmarks
PDE Solving on Darcy Flow
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0.79
Relative L2 Error
DASH
-0.1384
6.1283
12.395
18.6617
Apr 15, 2022
Dec 25, 2022
Sep 6, 2023
May 18, 2024
Jan 28, 2025
Oct 10, 2025
Jun 22, 2026
Relative L2 Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative L2 Error
DASH
2022.04
0.79
Expert
2022.04
0.8
BABY DASH
2022.04
1.6
DANOP
Input Context=Uniform...
2026.06
2.26
DNOP
Input Context=Uniform...
2026.06
2.42
DARTS-GAEA
2022.04
2.6
Auto-DL
2022.04
4.9
WRN-ASHA
2022.04
6.6
WRN
2022.04
7.3
DeepONet-FiLM
Input Context=Dense Grid
2026.06
8.96
DenseNAS
2022.04
10
DeepONet-Attn
Input Context=Dense Grid
2026.06
11.65
DeepONet-Flat
Input Context=Dense Grid
2026.06
12.75
Perceiver IO
2022.04
24
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