Controllable Image Generation on MS-COCO Segmentation 2017
23.91FIDUNITY_Pre
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNITY_PreParams. (M)=365.25, FLOPs (G)=135.82, Memory (GB)=24×12026.06 | 23.91 | 27.91 | |
| UNITY_IndParams. (M)=365.25, FLOPs (G)=135.82, Memory (GB)=24×12026.06 | 25.18 | 27.89 | |
| Uni-ControlNetParams. (M)=1271.42, FLOPs (G)=210.77, Memory (GB)=24×82026.06 | 25.33 | 27.49 | |
| CtrLoRAParams. (M)=398.28, FLOPs (G)=135.15, Memory (GB)=24×42026.06 | 25.73 | 25.62 | |
| ControlNet++Params. (M)=361.28, FLOPs (G)=116.61, Memory (GB)=24×22026.06 | 26.23 | 27.11 | |
| UniConParams. (M)=150.00, FLOPs (G)=111.62, Memory (GB)=24×82026.06 | 26.42 | 27.04 | |
| ControlNetParams. (M)=361.28, FLOPs (G)=116.61, Memory (GB)=24×22026.06 | 27.06 | 27.04 | |
| T2I-AdapterParams. (M)=77.37, FLOPs (G)=29.97, Memory (GB)=24×12026.06 | 27.66 | 26.99 |