Contrary to previous approaches, the EVARILOS benchmarking methodology not only considers accuracy metrics, but also com-plexity, cost, energy, and, most importantly, RF interference robustness metrics. Next, the project aims to improve the interference robustness of state-of-the art localization solutions through (a) introducing multimodal approaches leveraging the diversity of different localization methods; (b) introducing environmental awareness and cognitive features; (c) by leveraging the presence of external interference. Thirdly, the EVARILOS benchmarking methodology and interference-robust localization solutions will be validated in two real-life application scenarios: healthcare in a hospital setting and underground mining safety. The main outcomes of the project are a public handbook on the use of the EVARILOS benchmarking methodology and the EVARILOS benchmarking suite.