Active Learning on 2D Navier-Stokes Kolmogorov flow (test) benchmark leaderboard · SOTA2 Research

Active Learning on 2D Navier-Stokes Kolmogorov flow (test)

0.98Mean ErrorTop-K

Evaluation Results

Method	Links
Top-K2026.06		0.98	4.58	5.03	2.55	1.89	1.17	8.46
SBAL2026.06		1.02	5.74	5.7	2.93	2.17	1.28	8.4
Sobol2026.06		1.02	5.88	5.66	2.98	2.2	1.29	8.38
OGAS-U2026.06		1.03	3.44	4.09	2.22	1.7	1.17	9.45
OGAS-L2026.06		1.04	3.42	4.19	2.22	1.71	1.19	9.59
Uniform2026.06		1.04	5.99	5.84	3.02	2.24	1.32	8.52
Breed2026.06		1.23	4.78	5.6	2.86	2.17	1.44	11.03
OGAS-L2026.06		1.72	4.42	5.45	3.08	2.55	1.96	1.63
Top-K2026.06		1.75	6.19	7.97	3.75	2.92	2.06	1.61
Sobol2026.06		1.77	6.35	8.27	3.85	2.96	2.07	1.61
SBAL2026.06		1.82	6.3	8.32	3.86	3.01	2.12	1.66
OGAS-U2026.06		1.86	4.75	5.75	3.31	2.76	2.11	1.76
Uniform2026.06		1.91	6.54	8.83	4.03	3.14	2.23	1.76
Breed2026.06		2.15	7.96	10.1	4.87	3.64	2.49	1.95
Breed2026.06		8.88	3.24	4.82	1.99	1.52	1.03	7.95
OGAS-U2026.06		8.91	2.72	3.72	1.78	1.42	1.02	8.26
OGAS-L2026.06		8.93	2.73	4.16	1.8	1.44	1.02	8.22
Top-K2026.06		9.15	4.85	6.59	2.52	1.87	1.13	7.56
Uniform2026.06		9.27	4.88	6.16	2.56	1.89	1.14	7.67
Sobol2026.06		9.3	4.9	6.09	2.56	1.9	1.15	7.7
SBAL2026.06		9.38	5.01	6.12	2.6	1.93	1.17	7.74