Spectral Unmixing on CellAtlas S.7 (test) benchmark leaderboard · SOTA2 Research

Spectral Unmixing on CellAtlas S.7 (test)

0.988µMS3IMλSplit

Evaluation Results

Method	Links
λSplit2026.03		0.988	0.988	1,681.98
λSplit2026.03		0.93	0.964	318.82
λSplit2026.03		0.91	0.959	2,508.35
λSplit2026.03		0.91	0.959	2,508.35
RLU2026.03		0.907	0.99	78.75
λSplit2026.03		0.893	0.955	1,640.65
HyU2026.03		0.873	0.953	115.94
λSplit2026.03		0.873	0.939	922.37
RLU2026.03		0.813	0.939	33.3
RLU2026.03		0.813	0.939	33.3
HyU2026.03		0.781	0.898	47.55
HyU2026.03		0.781	0.898	47.55
NNLU2026.03		0.773	0.866	46.82
LU2026.03		0.77	0.877	13.76
NNLU2026.03		0.77	0.877	13.77
NMF-RI2026.03		0.757	0.854	52.78
RLU2026.03		0.752	0.922	30.42
λSplit2026.03		0.752	0.843	525.91
HyU2026.03		0.751	0.893	42.34
NNLU2026.03		0.75	0.916	29.43
NMF-RI2026.03		0.747	0.923	32.36
λSplit2026.03		0.737	0.859	759.06
RLU2026.03		0.733	0.843	29.36
NNLU2026.03		0.728	0.837	27.12
LU2026.03		0.726	0.898	28.59
NMF-RI2026.03		0.724	0.832	31.27
LUMoS2026.03		0.721	0.54	—
RLU2026.03		0.713	0.888	13.86
NMF-RI2026.03		0.703	0.989	81.31
NMF-RI2026.03		0.7	0.91	26.09
LU2026.03		0.696	0.987	78.53
NNLU2026.03		0.696	0.988	78.39
RLU2026.03		0.693	0.905	23.12
NNLU2026.03		0.691	0.897	22.25
LUMoS2026.03		0.688	0.522	—
LUMoS2026.03		0.682	0.547	—
HyU2026.03		0.66	0.873	19.16
LUMoS2026.03		0.647	0.581	—
LUMoS2026.03		0.647	0.581	—
LUMoS2026.03		0.644	0.593	—
LUMoS2026.03		0.642	0.625	—
RLU2026.03		0.631	0.879	48.2
NNLU2026.03		0.62	0.933	31.31
NNLU2026.03		0.62	0.933	31.31
LUMoS2026.03		0.617	0.603	—
LU2026.03		0.597	0.912	30.34
LU2026.03		0.597	0.912	30.34
NMF-RI2026.03		0.596	0.886	14.29
LU2026.03		0.564	0.761	41.43
HyU2026.03		0.564	0.761	41.48
LU2026.03		0.548	0.879	21.65
NMF-RI2026.03		0.544	0.928	33.51
NMF-RI2026.03		0.544	0.928	33.51
LU2026.03		0.516	0.733	25.64
HyU2026.03		0.516	0.732	25.68
HyU2026.03		0.46	0.883	33.49