Spectral Unmixing on CellAtlas Same per-band SNR
36.68PSNRRLU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RLUNumber of bands=322026.03 | 36.68 | 98.8 | 12.5 | |
| NMF-RINumber of bands=322026.03 | 36.49 | 98.9 | 12.4 | |
| λSplitNumber of bands=322026.03 | 36.46 | 98.8 | 15.5 | |
| NNLUNumber of bands=322026.03 | 36.02 | 98.6 | 12.8 | |
| LUNumber of bands=322026.03 | 35.91 | 98.5 | 19.4 | |
| λSplitNumber of bands=52026.03 | 31.12 | 97.1 | 31.3 | |
| HyUNumber of bands=322026.03 | 30.37 | 93.6 | 18.4 | |
| λSplitNumber of bands=42026.03 | 29.95 | 96 | 26.7 | |
| RLUNumber of bands=52026.03 | 28.91 | 94.3 | 22 | |
| NNLUNumber of bands=52026.03 | 28.56 | 93.8 | 23.2 | |
| NMF-RINumber of bands=52026.03 | 28.38 | 93.4 | 22.7 | |
| LUNumber of bands=52026.03 | 27.77 | 92.5 | 42.7 | |
| NMF-RINumber of bands=42026.03 | 27.76 | 91.8 | 24.7 | |
| RLUNumber of bands=42026.03 | 27.56 | 92.1 | 25.8 | |
| NNLUNumber of bands=42026.03 | 27.3 | 91.6 | 26.7 | |
| λSplitNumber of bands=32026.03 | 27.25 | 87.8 | 28.3 | |
| HyUNumber of bands=52026.03 | 27.19 | 90 | 39.8 | |
| HyUNumber of bands=42026.03 | 26.87 | 89.5 | 36.4 | |
| LUNumber of bands=42026.03 | 26.76 | 90.4 | 43.6 | |
| RLUNumber of bands=32026.03 | 26.39 | 86.6 | 23.8 | |
| NMF-RINumber of bands=32026.03 | 26.31 | 85.7 | 23.7 | |
| NNLUNumber of bands=32026.03 | 26.21 | 86.3 | 23.9 | |
| LUNumber of bands=32026.03 | 23.69 | 76 | 43.1 | |
| HyUNumber of bands=32026.03 | 23.69 | 75.9 | 43.4 | |
| LUMoSNumber of bands=322026.03 | 23.21 | 79.6 | 28.7 | |
| LUMoSNumber of bands=42026.03 | 21.98 | 76.4 | 32.7 | |
| LUMoSNumber of bands=32026.03 | 21.97 | 72.3 | 32.4 | |
| LUMoSNumber of bands=52026.03 | 21.37 | 74.3 | 31 |