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Operator Learning Rollout Prediction on Navier-Stokes Equation E4

0MSE

TF-SNO

Updated 1mo ago

Evaluation Results

Method	Links
TF-SNO 2026.06		0	0.0008	0.0016
FNO 2026.06		0	0.0018	0.0036
U-NO 2026.06		0	0.0012	0.0024
PINO 2026.06		0	0.002	0.0037
FINO 2026.06		0	0.0026	0.0043
TF-SNO 2026.06		0	0.0064	0.0122
WNO 2026.06		0	0.0062	0.0106
U-NO 2026.06		0.0001	0.0102	0.0192
TF-SNO 2026.06		0.0001	0.0145	0.0275
FNO 2026.06		0.0001	0.015	0.0289
PINO 2026.06		0.0001	0.0165	0.028
FINO 2026.06		0.0002	0.0228	0.0338
U-NO 2026.06		0.0003	0.0235	0.0434
FNO 2026.06		0.0005	0.0327	0.0609
TF-SNO 2026.06		0.0005	0.0325	0.0592
PINO 2026.06		0.0006	0.0372	0.0595
DeepONet 2026.06		0.0011	0.0463	0.0944
FINO 2026.06		0.0012	0.0531	0.0736
WNO 2026.06		0.0016	0.0598	0.0966
U-NO 2026.06		0.0016	0.0558	0.1086
DeepONet 2026.06		0.0029	0.0785	0.1335
PINO 2026.06		0.003	0.0828	0.1429
DeepONet 2026.06		0.0031	0.0802	0.1657
FNO 2026.06		0.0035	0.0867	0.1702
FINO 2026.06		0.0073	0.1274	0.2168
DeepONet 2026.06		0.0295	0.2366	0.4427
WNO 2026.06		0.0465	0.2836	0.5595
WNO 2026.06		2.5531	2.44	4.7288