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Table 2 Overview of the datasets used during this study

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]

  1. aUsed for intra-dataset evaluation
  2. bUsed for inter-dataset evaluation