CO2 Saturation Prediction on CO2 storage simulation benchmark leaderboard · SOTA2 Research

CO2 Saturation Prediction on CO2 storage simulation

0.9532R2 ScoreAutoSurrogate

Evaluation Results

Method	Links
AutoSurrogate2026.04		0.9532	0.0072	21.42
AutoSurrogate2026.04		0.9532	0.0072	21.42
RecurrentRUNet3D2026.04		0.9359	0.0084	25.08
EDConvLSTM3D2026.04		0.9309	0.0088	26.04
ResUNet3D2026.04		0.9301	0.0088	26.19
UNet3D2026.04		0.9273	0.009	26.7
UFNO3D2026.04		0.9102	0.01	29.67
CNNTransformer3D2026.04		0.9098	0.01	29.74
Optuna TPE2026.04		0.8915	0.011	32.6
Hyperopt TPE2026.04		0.8848	0.0113	33.6
FNO3D2026.04		0.8608	0.0124	36.95
UDeepONet3D2026.04		0.8249	0.0139	41.44
Random Search2026.04		0.7593	0.0163	48.6