From: A comparison of automatic cell identification methods for single-cell RNA sequencing data
Dataset | No. of cells | No. of genes | No. of cell populations (> 10 cells) | Description | Protocol | Reference |
---|---|---|---|---|---|---|
Baron (Mouse)a | 1886 | 14,861 | 13 (9) | Mouse pancreas | inDrop | [30] |
Baron (Human)a,b | 8569 | 17,499 | 14 (13) | Human pancreas | inDrop | [30] |
Muraroa,b | 2122 | 18,915 | 9 (8) | Human pancreas | CEL-Seq2 | [31] |
Segerstolpea,b | 2133 | 22,757 | 13 (9) | Human pancreas | SMART-Seq2 | [32] |
Xina,b | 1449 | 33,889 | 4 (4) | Human pancreas | SMARTer | [33] |
CellBench 10Xa,b | 3803 | 11,778 | 5 (5) | Mixture of five human lung cancer cell lines | 10X chromium | [34] |
CellBench CEL-Seq2a,b | 570 | 12,627 | 5 (5) | Mixture of five human lung cancer cell lines | CEL-Seq2 | [34] |
TMa | 54,865 | 19,791 | 55 (55) | Whole Mus musculus | SMART-Seq2 | [6] |
AMBa | 12,832 | 42,625 | 4/22/110 (3/16/92) | Primary mouse visual cortex | SMART-Seq v4 | [35] |
Zheng sorteda | 20,000 | 21,952 | 10 (10) | FACS-sorted PBMC | 10X CHROMIUM | [36] |
Zheng 68Ka | 65,943 | 20,387 | 11 (11) | PBMC | 10X CHROMIUM | [36] |
VISpb (Mouse) | 12,832 | 42,625 | 3/36 (3/34) | Primary visual cortex | SMART-Seq v4 | [35] |
ALMb (Mouse) | 8758 | 42,461 | 3/37 (3/34) | Anterior lateral motor area | SMART-Seq v4 | [35] |
MTGb (Human) | 14,636 | 16,161 | 3/35 (3/34) | Middle temporal gyrus | SMART-Seq v4 | [37] |
PbmcBench pbmc1.10Xv2b | 6444 | 33,694 | 9 (9) | PBMC | 10X version 2 | [38] |
PbmcBench pbmc1.10Xv3b | 3222 | 33,694 | 8 (8) | PBMC | 10X version 3 | [38] |
PbmcBench pbmc1.CLb | 253 | 33,694 | 7 (7) | PBMC | CEL-Seq2 | [38] |
PbmcBench pbmc1.DRb | 3222 | 33,694 | 9 (9) | PBMC | Drop-Seq | [38] |
PbmcBench pbmc1.iDb | 3222 | 33,694 | 7 (7) | PBMC | inDrop | [38] |
PbmcBench pbmc1.SM2b | 253 | 33,694 | 6 (6) | PBMC | SMART-Seq2 | [38] |
PbmcBench pbmc1.SWb | 3176 | 33,694 | 7 (7) | PBMC | Seq-Well | [38] |
PbmcBench pbmc2.10Xv2,b | 3362 | 33,694 | 9 (9) | PBMC | 10X version 2 | [38] |
PbmcBench pbmc2.CLb | 273 | 33,694 | 5 (5) | PBMC | CEL-Seq2 | [38] |
PbmcBench pbmc2.DRb | 3362 | 33,694 | 6 (6) | PBMC | Drop-Seq | [38] |
PbmcBench pbmc2.iDb | 3362 | 33,694 | 9 (9) | PBMC | inDrop | [38] |
PbmcBench pbmc2.SM2b | 273 | 33,694 | 6 (6) | PBMC | SMART-Seq2 | [38] |
PbmcBench pbmc2.SWb | 551 | 33,694 | 4 (4) | PBMC | Seq-Well | [38] |