
Description
AI posters are everywhere, but generic evaluators can't tell which has good layout, correct text and pleasing visuals. PosterReward is a reward model for evaluating generated posters and graphic designs across text accuracy, layout and aesthetics.
Use it to pick the best outputs or as an RL reward signal; published at CVPR 2026.
Multi-aspect:Text, layout and aesthetics.
Selection:Pick the best.
Training:RL rewards.
Use it to pick the best outputs or as an RL reward signal; published at CVPR 2026.
Features
Multi-aspect:Text, layout and aesthetics.
Selection:Pick the best.
Training:RL rewards.

