The reconstruction-based super-resolution data could be downloaded here.
This set of data is used in "Spatially Adaptive Block-based Super-resolution" (TIP 2012) and "Super-resolution without Dense Flow" (TIP 2012). Download the papers and codes here.
The video super-resolution data could be download here.
This set of data is used in "Adaptive Incremental Video Super-resolution with Temporal Consistency" (ICIP 2011). Download the paper and code here.