To test the count characteristics of the simulated batch datasets CountSimQC was used. CountSimQC provides comprehensive reports on comparing a broad range of characteristics across a collection of count matrices. Here we compared the simulated count matrices with the counts from the real datasets.
Reports can be checked here: