Fluid flow field prediction on HiLiftAeroML (test) benchmark leaderboard · SOTA2 Research

Fluid flow field prediction on HiLiftAeroML (test)

0.0048Relative L2 ErrorAeroJEPA

Evaluation Results

Method	Links
AeroJEPA2026.05		0.0048	0.0024	0.0046	0.0023	1.0218	0.5176	57
FigConvUNet2026.05		0.0206	0.0125	0.0197	0.012	4.3538	2.6424	88.34
Transolver2026.05		0.0288	0.0186	0.0276	0.0179	6.0916	3.9434	189.44
GeoTransolver2026.05		0.0289	0.0193	0.0277	0.0184	6.1168	4.0718	309.13
AeroJEPA2026.05		0.1445	0.1072	0.0301	0.0189	0.0618	0.0389	—
AeroJEPA2026.05		0.188	0.1759	0.0182	0.0086	0.0489	0.0232	—
AeroJEPA2026.05		0.2749	0.2453	0.0173	0.0099	0.0443	0.0253	—
FigConvUNet2026.05		0.4761	0.3906	0.0991	0.0689	0.2046	0.1422	—
Transolver2026.05		0.6328	0.5765	0.1313	0.1016	0.2726	0.2108	—
GeoTransolver2026.05		0.651	0.5925	0.1347	0.1036	0.2799	0.2155	—
FigConvUNet2026.05		0.7137	0.8173	0.0699	0.0404	0.1873	0.108	—
FigConvUNet2026.05		0.8492	0.8684	0.0532	0.0348	0.1367	0.0893	—
GeoTransolver2026.05		0.9636	1.1766	0.0954	0.0582	0.2592	0.1573	—
Transolver2026.05		0.9668	1.1734	0.0957	0.0581	0.2598	0.1565	—
GeoTransolver2026.05		1.0628	1.1372	0.067	0.0457	0.1732	0.1181	—
Transolver2026.05		1.0693	1.1607	0.0674	0.0466	0.1741	0.1201	—