Dataset | Cells | D | \({\hat{k}}\) | \(i^k\) | \(B_k\) | \(i^Q\) | \(B_Q\) |
---|
sc-mixology [47] | 860 | 5 | 21 | 1 | 6 | 1 | 6 |
Chromium 10x [54] | 1523 | 8 | 43 | 0 | 58 | 1 | 13 |
Quartz-seq2 [54] | 1266 | 8 | 37 | 0 | 62 | 1 | 12 |
MARS-seq [54] | 1401 | 9 | 9 | 1 | 16 | 1 | 16 |
iCELL8 [54] | 1830 | 9 | 20 | 1 | 21 | 2 | 6 |
Mouse brain [50] | 2688 | 15 | 8 | 2 | 8 | 1 | 23 |
Planaria [10] | 21,612 | \(51^*\) | 34 | 2 | 22 | 3 | 10 |
- For each dataset we report the number of groups D that were given by the authors. The optimal level selection should recover a number of groups in the order of magnitude of D. Value of D in Planaria dataset is derived from manual curation of Louvain clustering. \({\hat{k}}\): number of groups according to RMT, \(i^k\): level selected according to RMT criterion, \(B_k\): number of partitions at level \(i^k\), \(i^Q\): level at which modularity is maximal, \(B_Q\): number of groups at level \(i^Q\)