Operator Learning Rollout Prediction on E5 Navier-Stokes Equation benchmark leaderboard · SOTA2 Research

Operator Learning Rollout Prediction on E5 Navier-Stokes Equation

0MSETF-SNO

Evaluation Results

Method	Links
TF-SNO2026.06		0	0.0019	0.0034
FNO2026.06		0	0.003	0.0054
U-NO2026.06		0	0.0019	0.0041
FINO2026.06		0	0.0026	0.0055
PINO2026.06		0	0.0057	0.0083
WNO2026.06		0	0.0099	0.0146
U-NO2026.06		0.0001	0.0149	0.0306
TF-SNO2026.06		0.0001	0.0156	0.028
FINO2026.06		0.0002	0.022	0.0429
FNO2026.06		0.0003	0.024	0.0425
U-NO2026.06		0.0005	0.0335	0.0679
TF-SNO2026.06		0.0006	0.0356	0.065
PINO2026.06		0.0011	0.0492	0.0716
FINO2026.06		0.0011	0.0507	0.0899
FNO2026.06		0.0012	0.05	0.0892
TF-SNO2026.06		0.0025	0.075	0.1357
FNO2026.06		0.0043	0.0959	0.1842
U-NO2026.06		0.0044	0.0921	0.1894
WNO2026.06		0.0045	0.0998	0.1586
FINO2026.06		0.005	0.1036	0.2021
PINO2026.06		0.005	0.106	0.1586
DeepONet2026.06		0.0125	0.1689	0.3141
PINO2026.06		0.0177	0.1975	0.3291
WNO2026.06		0.042	0.3148	0.7438
DeepONet2026.06		0.1085	0.495	0.6236
DeepONet2026.06		0.3056	0.8178	0.9551
WNO2026.06		0.3163	0.864	2.1525
DeepONet2026.06		0.3175	0.8456	1.0271