Segmentation-conditioned Image Generation on MS-COCO 2017
22.67FIDUNITY_Pre
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNITY_PreParams (M)=384.83, FLOPs (G)=140.17, Backbone=SDXL2026.06 | 22.67 | 31.76 | |
| UNITY_IndParams (M)=384.83, FLOPs (G)=140.17, Backbone=SDXL2026.06 | 24.54 | 31.68 | |
| ControlNet++Params (M)=1250.98, FLOPs (G)=1336.69, Backbone=SDXL2026.06 | 27.35 | 31.52 | |
| ControlNetParams (M)=1250.98, FLOPs (G)=1336.69, Backbone=SDXL2026.06 | 27.82 | 31.58 | |
| T2I-AdapterParams (M)=79.03, FLOPs (G)=29.95, Backbone=SDXL2026.06 | 28.91 | 31.19 |