Spectral Unmixing on CellAtlas S.7 (test)
0.988µMS3IMλSplit
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| λSplit# bands=32, setup=Same per-band SNR2026.03 | 0.988 | 0.988 | 1,681.98 | |
| λSplit# bands=32, setup=Same total photon budget2026.03 | 0.93 | 0.964 | 318.82 | |
| λSplit# bands=5, setup=Same per-band SNR2026.03 | 0.91 | 0.959 | 2,508.35 | |
| λSplit# bands=5, setup=Same total photon budget2026.03 | 0.91 | 0.959 | 2,508.35 | |
| RLU# bands=32, setup=Same per-band SNR2026.03 | 0.907 | 0.99 | 78.75 | |
| λSplit# bands=4, setup=Same total photon budget2026.03 | 0.893 | 0.955 | 1,640.65 | |
| HyU# bands=32, setup=Same per-band SNR2026.03 | 0.873 | 0.953 | 115.94 | |
| λSplit# bands=4, setup=Same per-band SNR2026.03 | 0.873 | 0.939 | 922.37 | |
| RLU# bands=5, setup=Same per-band SNR2026.03 | 0.813 | 0.939 | 33.3 | |
| RLU# bands=5, setup=Same total photon budget2026.03 | 0.813 | 0.939 | 33.3 | |
| HyU# bands=5, setup=Same per-band SNR2026.03 | 0.781 | 0.898 | 47.55 | |
| HyU# bands=5, setup=Same total photon budget2026.03 | 0.781 | 0.898 | 47.55 | |
| NNLU# bands=3, setup=Same total photon budget2026.03 | 0.773 | 0.866 | 46.82 | |
| LU# bands=32, setup=Same total photon budget2026.03 | 0.77 | 0.877 | 13.76 | |
| NNLU# bands=32, setup=Same total photon budget2026.03 | 0.77 | 0.877 | 13.77 | |
| NMF-RI# bands=3, setup=Same total photon budget2026.03 | 0.757 | 0.854 | 52.78 | |
| RLU# bands=4, setup=Same total photon budget2026.03 | 0.752 | 0.922 | 30.42 | |
| λSplit# bands=3, setup=Same per-band SNR2026.03 | 0.752 | 0.843 | 525.91 | |
| HyU# bands=4, setup=Same total photon budget2026.03 | 0.751 | 0.893 | 42.34 | |
| NNLU# bands=4, setup=Same total photon budget2026.03 | 0.75 | 0.916 | 29.43 | |
| NMF-RI# bands=4, setup=Same total photon budget2026.03 | 0.747 | 0.923 | 32.36 | |
| λSplit# bands=3, setup=Same total photon budget2026.03 | 0.737 | 0.859 | 759.06 | |
| RLU# bands=3, setup=Same per-band SNR2026.03 | 0.733 | 0.843 | 29.36 | |
| NNLU# bands=3, setup=Same per-band SNR2026.03 | 0.728 | 0.837 | 27.12 | |
| LU# bands=4, setup=Same total photon budget2026.03 | 0.726 | 0.898 | 28.59 | |
| NMF-RI# bands=3, setup=Same per-band SNR2026.03 | 0.724 | 0.832 | 31.27 | |
| LUMoS# bands=3, setup=Same total photon budget2026.03 | 0.721 | 0.54 | — | |
| RLU# bands=32, setup=Same total photon budget2026.03 | 0.713 | 0.888 | 13.86 | |
| NMF-RI# bands=32, setup=Same per-band SNR2026.03 | 0.703 | 0.989 | 81.31 | |
| NMF-RI# bands=4, setup=Same per-band SNR2026.03 | 0.7 | 0.91 | 26.09 | |
| LU# bands=32, setup=Same per-band SNR2026.03 | 0.696 | 0.987 | 78.53 | |
| NNLU# bands=32, setup=Same per-band SNR2026.03 | 0.696 | 0.988 | 78.39 | |
| RLU# bands=4, setup=Same per-band SNR2026.03 | 0.693 | 0.905 | 23.12 | |
| NNLU# bands=4, setup=Same per-band SNR2026.03 | 0.691 | 0.897 | 22.25 | |
| LUMoS# bands=3, setup=Same per-band SNR2026.03 | 0.688 | 0.522 | — | |
| LUMoS# bands=32, setup=Same total photon budget2026.03 | 0.682 | 0.547 | — | |
| HyU# bands=32, setup=Same total photon budget2026.03 | 0.66 | 0.873 | 19.16 | |
| LUMoS# bands=5, setup=Same per-band SNR2026.03 | 0.647 | 0.581 | — | |
| LUMoS# bands=5, setup=Same total photon budget2026.03 | 0.647 | 0.581 | — | |
| LUMoS# bands=4, setup=Same total photon budget2026.03 | 0.644 | 0.593 | — | |
| LUMoS# bands=32, setup=Same per-band SNR2026.03 | 0.642 | 0.625 | — | |
| RLU# bands=3, setup=Same total photon budget2026.03 | 0.631 | 0.879 | 48.2 | |
| NNLU# bands=5, setup=Same per-band SNR2026.03 | 0.62 | 0.933 | 31.31 | |
| NNLU# bands=5, setup=Same total photon budget2026.03 | 0.62 | 0.933 | 31.31 | |
| LUMoS# bands=4, setup=Same per-band SNR2026.03 | 0.617 | 0.603 | — | |
| LU# bands=5, setup=Same per-band SNR2026.03 | 0.597 | 0.912 | 30.34 | |
| LU# bands=5, setup=Same total photon budget2026.03 | 0.597 | 0.912 | 30.34 | |
| NMF-RI# bands=32, setup=Same total photon budget2026.03 | 0.596 | 0.886 | 14.29 | |
| LU# bands=3, setup=Same total photon budget2026.03 | 0.564 | 0.761 | 41.43 | |
| HyU# bands=3, setup=Same total photon budget2026.03 | 0.564 | 0.761 | 41.48 | |
| LU# bands=4, setup=Same per-band SNR2026.03 | 0.548 | 0.879 | 21.65 | |
| NMF-RI# bands=5, setup=Same per-band SNR2026.03 | 0.544 | 0.928 | 33.51 | |
| NMF-RI# bands=5, setup=Same total photon budget2026.03 | 0.544 | 0.928 | 33.51 | |
| LU# bands=3, setup=Same per-band SNR2026.03 | 0.516 | 0.733 | 25.64 | |
| HyU# bands=3, setup=Same per-band SNR2026.03 | 0.516 | 0.732 | 25.68 | |
| HyU# bands=4, setup=Same per-band SNR2026.03 | 0.46 | 0.883 | 33.49 |