Failure or Drift? Evaluating Monocular SLAM under Synthetic and Real-World Corruptions

Abhay Skaria Thomas, Shashank Agnihotri, Margret Keuper

Visual SLAM is commonly evaluated on clean trajectories, although deployment failures are often caused by adverse weather, illumination, blur, and sensor artifacts. Controlled corr…