methods | Treutlein | Ting | Deng | Pollen | Goolam | Engel | Kolod | Darmanis | Average |
---|---|---|---|---|---|---|---|---|---|
SSC | 52.42 | 97.84 | 38.04 | 92.92 | 44.41 | 52.02 | 49.30 | 52.02 | 59.87 |
SIMLR | 51.14 | 98.03 | 45.65 | 94.15 | 29.91 | 66.82 | 89.60 | 39.82 | 64.39 |
SC3 | 70.56 | 100.00 | 42.21 | 90.45 | 68.74 | 75.70 | 93.06 | 74.46 | 76.89 |
SNN-Cliq | 26.13 | 55.37 | 54.26 | 35.24 | 20.46 | 13.52 | 3.12 | 1.53 | 26.20 |
Corr | 59.19 | 63.02 | 47.53 | 75.53 | 30.46 | 43.77 | 69.2 | 61.83 | 56.32 |
MPSSC | 61.17 | 97.84 | 47.83 | 93.28 | 40.20 | 48.21 | 83.06 | 45.93 | 64.69 |
SinNLRR | 64.19 | 89.43 | 47.06 | 90.51 | 90.97 | 65.33 | 72.91 | 60.57 | 72.62 |
ScLCA | 71.57 | 44.95 | 36.27 | 87.29 | 49.14 | 26.38 | 83.40 | 81.76 | 60.09 |
Seurat | 62.50 | 75.63 | 54.96 | 82.32 | 58.21 | 70.87 | 72.32 | 88.30 | 70.63 |
CIDR | 93.29 | - | 43.01 | 81.39 | - | 18.52 | - | 89.77 | 65.19 |
RaceID | 69.62 | - | 52.09 | 83.83 | - | 49.66 | - | 50.78 | 61.19 |
Spectrum | 42.23 | 56.78 | 31.34 | 89.24 | 52.00 | 09.10 | 43.27 | 36.46 | 45.05 |
SHARP | 71.39 | 82.08 | 64.42 | 42.12 | 93.87 | 69.99 | 84.42 | 94.88 | 75.39 |
DLNLRR | 84.20 | 100.00 | 51.84 | 93.52 | 98.08 | 79.01 | 97.62 | 72.14 | 84.55 |