Spectral Unmixing on CellAtlas Same total photon budget
31.54PSNRλSplit
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| λSplitNumber of bands=42026.03 | 31.54 | 96.7 | 23.8 | |
| λSplitNumber of bands=322026.03 | 31.32 | 97.1 | 21.8 | |
| λSplitNumber of bands=52026.03 | 31.12 | 97.1 | 31.3 | |
| RLUNumber of bands=52026.03 | 28.91 | 94.3 | 22 | |
| NMF-RINumber of bands=42026.03 | 28.7 | 93.5 | 21.7 | |
| RLUNumber of bands=42026.03 | 28.63 | 93.8 | 22.9 | |
| NNLUNumber of bands=52026.03 | 28.56 | 93.8 | 23.2 | |
| NMF-RINumber of bands=52026.03 | 28.38 | 93.4 | 22.7 | |
| NNLUNumber of bands=42026.03 | 28.36 | 93.4 | 23.8 | |
| LUNumber of bands=42026.03 | 27.77 | 92.4 | 41.3 | |
| LUNumber of bands=52026.03 | 27.77 | 92.5 | 42.7 | |
| HyUNumber of bands=42026.03 | 27.61 | 90.6 | 34.1 | |
| λSplitNumber of bands=32026.03 | 27.45 | 86.8 | 27.3 | |
| HyUNumber of bands=52026.03 | 27.19 | 90 | 39.8 | |
| RLUNumber of bands=32026.03 | 27.13 | 88.2 | 18.7 | |
| NNLUNumber of bands=32026.03 | 26.79 | 87.4 | 19.2 | |
| NMF-RINumber of bands=32026.03 | 26.77 | 86.6 | 18.5 | |
| RLUNumber of bands=322026.03 | 26.15 | 87.2 | 38.7 | |
| NMF-RINumber of bands=322026.03 | 26.13 | 87.2 | 38.9 | |
| NNLUNumber of bands=322026.03 | 25.83 | 86.5 | 39.2 | |
| LUNumber of bands=322026.03 | 25.81 | 86.4 | 44.1 | |
| HyUNumber of bands=322026.03 | 25.66 | 85.5 | 41.2 | |
| LUNumber of bands=32026.03 | 23.72 | 77.3 | 39.7 | |
| HyUNumber of bands=32026.03 | 23.72 | 77.3 | 39.8 | |
| LUMoSNumber of bands=42026.03 | 22.14 | 76.6 | 31.4 | |
| LUMoSNumber of bands=322026.03 | 21.47 | 74.8 | 38.1 | |
| LUMoSNumber of bands=32026.03 | 21.4 | 70.4 | 29.3 | |
| LUMoSNumber of bands=52026.03 | 21.37 | 74.3 | 31 |