GLIGEN: Open-Set Grounded Text-to-Image Generation

Benchmark Model Rank Results
conditional-text-to-image-synthesis-on-coco-1Gligen (zero-shot)#3instance success rate: 0.30mIoU: 0.27
layout-to-image-generation-on-layoutbench-1GLIGEN#2AP: 30.7
layout-to-image-generation-on-layoutbench-2GLIGEN#2AP: 38.9
layout-to-image-generation-on-layoutbench-3GLIGEN#2AP: 33.3
layout-to-image-generation-on-layoutbench-4GLIGEN#2AP: 36.3
text-to-image-generation-on-cocoGLIGEN (fine-tuned, Detection + Caption data)#3FID: 5.61
text-to-image-generation-on-cocoGLIGEN (fine-tuned, Detection data only)#4FID: 5.82
text-to-image-generation-on-cocoGLIGEN (fine-tuned, Grounding data)#7FID: 6.38