PosterReward

PosterReward

Reward model for graphic design generation

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.

Features



Multi-aspect:Text, layout and aesthetics.

Selection:Pick the best.

Training:RL rewards.