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Benchmarks
Non-linear Operator Learning on Synthetic dataset 1/5 labels
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0.024
MAE
GCLSS
0.02104
0.04102
0.061
0.08098
Dec 10, 2025
MAE
R2
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
R2
GCLSS
Type=Semi-Supervised
2025.12
0.024
97.8
CLSS
Type=Semi-Supervised
2025.12
0.033
96.4
UCVME
Type=Semi-Supervised
2025.12
0.04
92.2
CPS
Type=Semi-Supervised
2025.12
0.057
84.5
Mean-Teacher
Type=Semi-Supervised
2025.12
0.08
69.4
Regression
Type=Supervised
2025.12
0.098
66.9
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