arxivcs.CV2026-07-01
Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection
Joren Michels, Lode Jorissen, Nick Michiels
The visual quality of AI-generated videos has improved drastically in recent years, making it increasingly difficult for humans to distinguish between real and synthetic media. In this work, we evaluate the robustness and applicability of four state-of-the-art motion-based AI-gen…