This empirical study examines the potential and the obstacles of transitional justice in addressing the denial of the Rohingya genocide in Myanmar (also known as Burma). It utilizes a qualitative research approach, drawing on relevant scholarship of truth-seeking as a transitional justice mechanism, criminology and international law. Empirical data were collected through in-depth interviews with victims of the Rohingya community and key informants in two separate stages between 2022 and 2023. This study presents an interdisciplinary approach to assess the role of a truth commission – a truth-seeking tool – in confronting Myanmar’s denial of this crime. It suggests that examining amnesties, as well as disarmament, reintegration and rehabilitation programmes for the individual perpetrators within the framework of a truth commission can provide a more nuanced discourse of addressing the decades-long denial of the Rohingya genocide in Myanmar.