Controllable Image Generation on MS-COCO Sketch 2017
23.21FIDUNITY_Pre
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNITY_PreParams. (M)=365.25, FLOPs (G)=135.82, Memory (GB)=24×12026.06 | 23.21 | 28.54 | |
| UNITY_IndParams. (M)=365.25, FLOPs (G)=135.82, Memory (GB)=24×12026.06 | 24.38 | 27.76 | |
| Uni-ControlNetParams. (M)=1271.42, FLOPs (G)=210.77, Memory (GB)=24×82026.06 | 24.56 | 27.54 | |
| UniConParams. (M)=150.00, FLOPs (G)=111.62, Memory (GB)=24×82026.06 | 24.61 | 27.13 | |
| ControlNet++Params. (M)=361.28, FLOPs (G)=116.61, Memory (GB)=24×22026.06 | 24.71 | 27.15 | |
| ControlNetParams. (M)=361.28, FLOPs (G)=116.61, Memory (GB)=24×22026.06 | 24.93 | 27.38 | |
| CtrLoRAParams. (M)=398.28, FLOPs (G)=135.15, Memory (GB)=24×42026.06 | 26.02 | 25.46 | |
| T2I-AdapterParams. (M)=77.37, FLOPs (G)=29.97, Memory (GB)=24×12026.06 | 26.51 | 27.21 |