Pressure prediction on CO2 storage simulation benchmark leaderboard · SOTA2 Research

Pressure prediction on CO2 storage simulation

0.9976R2AutoSurrogate

Evaluation Results

Method	Links
AutoSurrogate2026.04		0.9976	0.3048	0.15
RecurrentRUNet3D2026.04		0.9972	0.329	0.16
ResUNet3D2026.04		0.996	0.3873	1.19
AutoSurrogate2026.04		0.9959	0.3975	0.19
Hyperopt TPE2026.04		0.9922	0.546	0.26
UFNO3D2026.04		0.9911	0.5853	0.28
UNet3D2026.04		0.9899	0.6206	0.3
FNO3D2026.04		0.9893	0.6395	0.31
EDConvLSTM3D2026.04		0.9887	0.6577	0.32
CNNTransformer3D2026.04		0.9861	0.73	0.35
Random Search2026.04		0.982	0.83	0.4
Optuna TPE2026.04		0.9804	0.865	0.42
UDeepONet3D2026.04		0.8534	2.3697	1.14