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Benchmarks
Non-linear operator learning on Synthetic dataset (1/3 labels)
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0.014
MAE
GCLSS
0.01284
0.02067
0.0285
0.03633
Dec 10, 2025
MAE
R2
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
R2
GCLSS
Type=Semi-Supervised
2025.12
0.014
99.4
CLSS
Type=Semi-Supervised
2025.12
0.02
98.4
UCVME
Type=Semi-Supervised
2025.12
0.027
95
Regression
Type=Supervised
2025.12
0.041
88.5
CPS
Type=Semi-Supervised
2025.12
0.041
88.5
Mean-Teacher
Type=Semi-Supervised
2025.12
0.043
90.7
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