Controllable Image Generation on COCO (test)
5.48Inference Latency (s)SD
Evaluation Results
| Method | Links | |
|---|---|---|
| SDDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.05 | 5.48 | |
| LACON w/ ToMe and SSCDDIM Steps=50, Ttrunc=500, ToMe=true, SSC=true2023.05 | 6.29 | |
| T2I-AdapterDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.05 | 6.54 | |
| LACON (Ttrunc = 900)DDIM Steps=50, Ttrunc=900, ToMe=false, SSC=false2023.05 | 6.94 | |
| LACON (Ttrunc = 800)DDIM Steps=50, Ttrunc=800, ToMe=false, SSC=false2023.05 | 8.49 | |
| Prompt DiffusionDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.05 | 9.63 | |
| LACON (Ttrunc = 700)DDIM Steps=50, Ttrunc=700, ToMe=false, SSC=false2023.05 | 10.09 | |
| LACON w/ ToMeDDIM Steps=50, Ttrunc=500, ToMe=true, SSC=false2023.05 | 10.21 | |
| LACON w/ SSCDDIM Steps=50, Ttrunc=500, ToMe=false, SSC=true2023.05 | 11.17 | |
| LACON (Ttrunc = 600)DDIM Steps=50, Ttrunc=600, ToMe=false, SSC=false2023.05 | 11.37 | |
| Uni-ControlNetDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.05 | 12.16 | |
| LACONDDIM Steps=50, Ttrunc=500, ToMe=false, SSC=false2023.05 | 14.03 | |
| GLIGENDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.05 | 14.24 | |
| ControlNetDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.05 | 15.17 |