robust-r1

Enable MLLMs to handle visually degraded images by explicitly reasoning about degradation types and severity. Trains models to perceive degradation parameters, analyze semantic impact, and reconstruct interpretations while adapting reasoning depth to degradation complexity—achieving robust understanding with interpretable explanations.

Independent GitHub snapshot · Automated classification · Original documentation governs