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Operator Learning Rollout Prediction on E6 Navier-Stokes Equation

0MSE

TF-SNO

Updated 1mo ago

Evaluation Results

Method	Links
TF-SNO 2026.06		0	0.001	0.0026
FNO 2026.06		0	0.0036	0.0061
U-NO 2026.06		0	0.0035	0.0037
PINO 2026.06		0	0.0025	0.0063
WNO 2026.06		0	0.005	0.008
TF-SNO 2026.06		0	0.0073	0.0172
TF-SNO 2026.06		0	0.0123	0.0301
FINO 2026.06		0	0.0112	0.0062
TF-SNO 2026.06		0.0001	0.0211	0.0554
PINO 2026.06		0.0001	0.0219	0.0515
U-NO 2026.06		0.0001	0.0331	0.0287
FNO 2026.06		0.0002	0.0312	0.051
DeepONet 2026.06		0.0002	0.0327	0.0948
WNO 2026.06		0.0003	0.0491	0.0796
PINO 2026.06		0.0004	0.0599	0.1327
U-NO 2026.06		0.0007	0.0833	0.066
FNO 2026.06		0.0008	0.074	0.1226
FINO 2026.06		0.0008	0.0929	0.0509
WNO 2026.06		0.0018	0.1235	0.2
U-NO 2026.06		0.003	0.1794	0.1484
FNO 2026.06		0.0038	0.1623	0.288
PINO 2026.06		0.0051	0.2163	0.457
FINO 2026.06		0.0059	0.2518	0.1582
WNO 2026.06		0.0077	0.2666	0.4368
DeepONet 2026.06		0.0207	0.3403	0.4851
FINO 2026.06		0.0247	0.5146	0.483
DeepONet 2026.06		0.0947	0.8908	1.2719
DeepONet 2026.06		0.1804	1.3746	2.2276