| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO-Stuff | FID0 | 23 | 1mo ago | ||
| Visual Genome | FID0 | 20 | 1mo ago | ||
| COCO 2017 (val) | GLIGEN-LDM | FID21.04 | 14 | 1mo ago | |
| COCO-Position 2014 | AP65.97 | 12 | 1mo ago | ||
| OcclBench | DepthArb | mIoU (Foreground)56.26 | 8 | 24d ago | |
| HRS-Bench | MAC | Size Fidelity Score16.96 | 8 | 25d ago | |
| DrawBench | MAC | Spatial Score60 | 8 | 25d ago | |
| 300 controllable layout images | Relativity Score0.9336 | 8 | 1mo ago | ||
| LayoutSAM Eval | EchoGen | Spatial96.32 | 7 | 1mo ago | |
| MS COCO | EchoGen | AP54.61 | 7 | 1mo ago | |
| HiCo-7K 1.0 (test) | HiCo | LocalCLIP Score25.17 | 7 | 1mo ago | |
| RC COCO | SDXL (Ours) | CropCLIP28.15 | 6 | 1mo ago | |
| HiCo-7K (test) | HiCo | FID14.24 | 6 | 1mo ago | |
| COCO 256 x 256 2014 (test) | LDM-4 | FID40.91 | 6 | 1mo ago | |
| COCO | OC-GAN | SceneFID16.76 | 6 | 1mo ago | |
| Cityscapes | GANformer2 | FID5.95 | 5 | 1mo ago | |
| CelebA | GANformer2 | FID6.87 | 5 | 1mo ago | |
| Bedrooms | GANformer2 | FID5.84 | 5 | 1mo ago | |
| CLEVR | GANformer2 | FID0.99 | 5 | 1mo ago | |
| COCO 3K (test) | HiCo | FID20.02 | 5 | 1mo ago | |
| VG | OC-GAN | SceneFID9.63 | 5 | 1mo ago | |
| COCO Texture 2014 (test) | InstanceDiffusion + Marmot | Accuracy0.2495 | 4 | 1mo ago | |
| COCO Color 2014 (test) | MIGC + Marmot | Accuracy61.37 | 4 | 1mo ago | |
| RC CC3M 1,000 layouts (test) | GLIGEN | LPIPS0.65 | 4 | 1mo ago | |
| RC CC3M | SDXL (Ours) | CropCLIP Score29.42 | 4 | 1mo ago |
