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Benchmarks
Non-linear operator learning on Synthetic dataset 1/2 labels
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0.01
MAE
GCLSS
0.00912
0.01506
0.021
0.02694
Dec 10, 2025
MAE
R2 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
R2 Score
GCLSS
Type=Semi-Supervised
2025.12
0.01
99.7
CLSS
Type=Semi-Supervised
2025.12
0.016
99.3
CPS
Type=Semi-Supervised
2025.12
0.028
93.3
UCVME
Type=Semi-Supervised
2025.12
0.028
95.6
Mean-Teacher
Type=Semi-Supervised
2025.12
0.029
92.5
Regression
Type=Supervised
2025.12
0.032
90.9
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