T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation

We introduce a new approach, Generative mOdel finetun-ing with Reward-driven Sample selection (GORS), to boost the compositional text-to-image generation abilities of pretrained text-to-image models.