The web page of Hervé JÉGOU

Three datasets are available from this page:

The INRIA Holidays dataset for evaluation of image search
The INRIA Copydays dataset for evaluation of copy detection
The ANN evaluation dataset for evaluation of Approximate nearest neighbors search algorithms