---
title: iLook Research and Face Analysis Benchmarks
description: Open protocols, reproducibility notes, aggregate datasets, and limitations from iLook.
doc_version: "1.6"
last_updated: "2026-08-19"
canonical: "https://www.ilook.fit/research"
---

# iLook research

iLook publishes methods before results and releases only aggregate, non-identifying measurements. Private user photos are not research inputs without separate, explicit research consent.

- [Face Analysis Stability Benchmark 2026 preregistered protocol](https://www.ilook.fit/research/face-analysis-stability-2026)