Operator Learning Rollout Prediction on E6 Navier-Stokes Equation benchmark leaderboard · SOTA2 Research

Operator Learning Rollout Prediction on E6 Navier-Stokes Equation

0MSETF-SNO

Evaluation Results

Method	Links
TF-SNO2026.06		0	0.001	0.0026
FNO2026.06		0	0.0036	0.0061
U-NO2026.06		0	0.0035	0.0037
PINO2026.06		0	0.0025	0.0063
WNO2026.06		0	0.005	0.008
TF-SNO2026.06		0	0.0073	0.0172
TF-SNO2026.06		0	0.0123	0.0301
FINO2026.06		0	0.0112	0.0062
TF-SNO2026.06		0.0001	0.0211	0.0554
PINO2026.06		0.0001	0.0219	0.0515
U-NO2026.06		0.0001	0.0331	0.0287
FNO2026.06		0.0002	0.0312	0.051
DeepONet2026.06		0.0002	0.0327	0.0948
WNO2026.06		0.0003	0.0491	0.0796
PINO2026.06		0.0004	0.0599	0.1327
U-NO2026.06		0.0007	0.0833	0.066
FNO2026.06		0.0008	0.074	0.1226
FINO2026.06		0.0008	0.0929	0.0509
WNO2026.06		0.0018	0.1235	0.2
U-NO2026.06		0.003	0.1794	0.1484
FNO2026.06		0.0038	0.1623	0.288
PINO2026.06		0.0051	0.2163	0.457
FINO2026.06		0.0059	0.2518	0.1582
WNO2026.06		0.0077	0.2666	0.4368
DeepONet2026.06		0.0207	0.3403	0.4851
FINO2026.06		0.0247	0.5146	0.483
DeepONet2026.06		0.0947	0.8908	1.2719
DeepONet2026.06		0.1804	1.3746	2.2276