Depth-conditioned Image Generation on MS-COCO 2017
21.26FIDUNITY_Pre
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UNITY_PreParams (M)=384.83, FLOPs (G)=140.17, Backbone=SDXL2026.06 | 21.26 | 31.89 | |
| UNITY_IndParams (M)=384.83, FLOPs (G)=140.17, Backbone=SDXL2026.06 | 23.42 | 31.73 | |
| ControlNet++Params (M)=1250.98, FLOPs (G)=1336.69, Backbone=SDXL2026.06 | 26.09 | 31.54 | |
| ControlNetParams (M)=1250.98, FLOPs (G)=1336.69, Backbone=SDXL2026.06 | 26.42 | 31.68 | |
| T2I-AdapterParams (M)=79.03, FLOPs (G)=29.95, Backbone=SDXL2026.06 | 27.18 | 31.28 |