Instance-mask-to-image generation on COCO (val)
40.8AP@50 MaskUpper bound (real images)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Upper bound (real images)Location format input=Instance Masks2024.02 | 40.8 | — | — | 63.5 | 58 | — | — | |
| InstanceDiffusionLocation format input=Instance Masks2024.02 | 27.1 | 61.6 | 71.4 | 50 | 38.1 | 25.5 | — | |
| ControlNetLocation format input=Instance Masks, Evaluation protocol=official mask conditioned Image2Image generation pipeline2024.02 | 6.5 | — | — | 13.8 | 12.9 | — | — | |
| SpaTextLocation format input=Instance Masks2024.02 | 5.3 | — | — | 12.1 | 10.7 | — | — | |
| DenseDiffusionLocation format input=Instance Masks2024.02 | — | 35 | 48.6 | — | — | — | — |