There is no benchmarking in datasets, but if your dataset works well with most of the algorithms and the result yielded is optimal, then it may be a benchmarking dataset. AB...
you have to find out suitable technqieus according to literature, which can be useful to create benchmark results and those techniques applied to your dataset and introduce benchmark results. try to use the latest techniques.