Controllable Image Generation on MS-COCO Depth 2017
22.44FIDUNITY_Pre
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNITY_PreParams. (M)=365.25, FLOPs (G)=135.82, Memory (GB)=24×12026.06 | 22.44 | 28.18 | |
| UNITY_IndParams. (M)=365.25, FLOPs (G)=135.82, Memory (GB)=24×12026.06 | 24.12 | 27.9 | |
| Uni-ControlNetParams. (M)=1271.42, FLOPs (G)=210.77, Memory (GB)=24×82026.06 | 24.92 | 27.43 | |
| ControlNet++Params. (M)=361.28, FLOPs (G)=116.61, Memory (GB)=24×22026.06 | 25.19 | 27.56 | |
| UniConParams. (M)=150.00, FLOPs (G)=111.62, Memory (GB)=24×82026.06 | 25.3 | 27.42 | |
| CtrLoRAParams. (M)=398.28, FLOPs (G)=135.15, Memory (GB)=24×42026.06 | 25.65 | 26.34 | |
| ControlNetParams. (M)=361.28, FLOPs (G)=116.61, Memory (GB)=24×22026.06 | 25.68 | 27.51 | |
| T2I-AdapterParams. (M)=77.37, FLOPs (G)=29.97, Memory (GB)=24×12026.06 | 26.03 | 26.46 |