A key part of data-driven research is the availability of data. Over the course of the last 6 years at OLIVES lab, I have worked on creating and open sourcing 6 datasets, all of which have acted as benchmarks for various applications in robustness research, ophthalmic analysis, visual prompting, interpretational uncertainty, active learning, and daily activity understanding.