Segmentation-conditioned Image Generation on COCO
27.19CLIP ScoreControlNet++
Evaluation results
| Method | Links | |
|---|---|---|
| ControlNet++Venue=ECCV 2024, Flops (G)=116.61, Params. (M)=361.282026.02 | 27.19 | |
| Nexus Prime AdapterVenue=-, Flops (G)=33.32, Params. (M)=85.822026.02 | 27.03 | |
| ControlNetVenue=ICCV 2023, Flops (G)=116.61, Params. (M)=361.282026.02 | 26.74 | |
| UniConVenue=ICLR 2025, Flops (G)=111.62, Params. (M)=1502026.02 | 26.71 | |
| T2I-AdapterVenue=AAAI 2024, Flops (G)=29.97, Params. (M)=77.372026.02 | 26.69 | |
| Nexus Slim AdapterVenue=-, Flops (G)=23.77, Params. (M)=59.292026.02 | 25.89 | |
| CtrLoRAVenue=ICLR 2025, Flops (G)=135.15, Params. (M)=372026.02 | 25.32 |