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Operator Learning Rollout Prediction on E5 Navier-Stokes Equation

0MSE

TF-SNO

Updated 1mo ago

Evaluation Results

Method	Links
TF-SNO 2026.06		0	0.0019	0.0034
FNO 2026.06		0	0.003	0.0054
U-NO 2026.06		0	0.0019	0.0041
FINO 2026.06		0	0.0026	0.0055
PINO 2026.06		0	0.0057	0.0083
WNO 2026.06		0	0.0099	0.0146
U-NO 2026.06		0.0001	0.0149	0.0306
TF-SNO 2026.06		0.0001	0.0156	0.028
FINO 2026.06		0.0002	0.022	0.0429
FNO 2026.06		0.0003	0.024	0.0425
U-NO 2026.06		0.0005	0.0335	0.0679
TF-SNO 2026.06		0.0006	0.0356	0.065
PINO 2026.06		0.0011	0.0492	0.0716
FINO 2026.06		0.0011	0.0507	0.0899
FNO 2026.06		0.0012	0.05	0.0892
TF-SNO 2026.06		0.0025	0.075	0.1357
FNO 2026.06		0.0043	0.0959	0.1842
U-NO 2026.06		0.0044	0.0921	0.1894
WNO 2026.06		0.0045	0.0998	0.1586
FINO 2026.06		0.005	0.1036	0.2021
PINO 2026.06		0.005	0.106	0.1586
DeepONet 2026.06		0.0125	0.1689	0.3141
PINO 2026.06		0.0177	0.1975	0.3291
WNO 2026.06		0.042	0.3148	0.7438
DeepONet 2026.06		0.1085	0.495	0.6236
DeepONet 2026.06		0.3056	0.8178	0.9551
WNO 2026.06		0.3163	0.864	2.1525
DeepONet 2026.06		0.3175	0.8456	1.0271