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ResearchFormerly WizWand

Controllable Image Generation on COCO (test)

5.48Inference Latency (s)SD
5.09247.708710.32512.9413May 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SDDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.055.48
LACON w/ ToMe and SSCDDIM Steps=50, Ttrunc=500, ToMe=true, SSC=true2023.056.29
T2I-AdapterDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.056.54
LACON (Ttrunc = 900)DDIM Steps=50, Ttrunc=900, ToMe=false, SSC=false2023.056.94
LACON (Ttrunc = 800)DDIM Steps=50, Ttrunc=800, ToMe=false, SSC=false2023.058.49
Prompt DiffusionDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.059.63
LACON (Ttrunc = 700)DDIM Steps=50, Ttrunc=700, ToMe=false, SSC=false2023.0510.09
LACON w/ ToMeDDIM Steps=50, Ttrunc=500, ToMe=true, SSC=false2023.0510.21
LACON w/ SSCDDIM Steps=50, Ttrunc=500, ToMe=false, SSC=true2023.0511.17
LACON (Ttrunc = 600)DDIM Steps=50, Ttrunc=600, ToMe=false, SSC=false2023.0511.37
Uni-ControlNetDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.0512.16
LACONDDIM Steps=50, Ttrunc=500, ToMe=false, SSC=false2023.0514.03
GLIGENDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.0514.24
ControlNetDDIM Steps=50, Ttrunc=-, ToMe=-, SSC=-2023.0515.17