State Estimation on Lorenz-96 arctan observation operator benchmark leaderboard · SOTA2 Research

State Estimation on Lorenz-96 arctan observation operator

0.189RMSEFPPF

Evaluation Results

Method	Links
FPPF2026.07		0.189	0.115
FPPF2026.07		0.217	0.122
FPPF2026.07		0.235	0.132
FPPF2026.07		0.238	0.132
EnKF2026.07		0.287	0.174
FPPF2026.07		0.287	0.165
BPF2026.07		0.303	0.195
APF2026.07		0.304	0.195
FPPF2026.07		0.323	0.183
EnKF2026.07		0.326	0.186
APF2026.07		0.353	0.21
APF2026.07		0.356	0.209
BPF2026.07		0.357	0.212
BPF2026.07		0.364	0.212
EnKF2026.07		0.365	0.203
APF2026.07		0.401	0.225
EnKF2026.07		0.416	0.229
BPF2026.07		0.419	0.233
NASMC-Gauss2026.07		0.43	0.263
FlowDAS2026.07		0.438	0.281
EnKF2026.07		0.448	0.246
APF2026.07		0.45	0.246
NASMC-MD2026.07		0.471	0.292
BPF2026.07		0.48	0.262
FlowDAS2026.07		0.505	0.277
InfNN2026.07		0.524	0.325
NASMC-Gauss2026.07		0.529	0.332
NASMC-MD2026.07		0.533	0.336
FlowDAS2026.07		0.562	0.33
NASMC-Gauss2026.07		0.573	0.358
NASMC-MD2026.07		0.577	0.36
FlowDAS2026.07		0.603	0.316
NASMC-MD2026.07		0.614	0.391
NASMC-Gauss2026.07		0.617	0.393
NASMC-Gauss2026.07		0.653	0.423
NASMC-MD2026.07		0.659	0.423
APF2026.07		0.673	0.381
EnKF2026.07		0.724	0.422
FlowDAS2026.07		0.735	0.411
BPF2026.07		0.743	0.439
NASMC-MD2026.07		0.751	0.493
NASMC-Gauss2026.07		0.762	0.501
FlowDAS2026.07		0.97	0.53
InfNN2026.07		1	0.662
InfNN2026.07		1.363	0.908
InfNN2026.07		2.117	1.448
InfNN2026.07		2.467	1.711
InfNN2026.07		3.396	2.45