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ResearchFormerly WizWand

Pose Control on MSCOCO (val)

55.82PCK@0.05ControlNet + RG 8.5k
-1.723213.215928.15543.0941Dec 4, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ControlNet + RG 8.5kBackbone=SDv1-5, Added Training Data=200k + 8.5k Images, Added Params / Size=370M / 1.4GB2023.1255.8277.4786.93
T2IAdapter + RG 8.5kBackbone=SDXL, Added Training Data=3M + 8.5k Images, Added Params / Size=85M / 337MB2023.1254.5472.0482.18
ControlNetBackbone=SDv1-5, Added Training Data=200k Images, Added Params / Size=361M / 1.4GB2023.1242.3460.2273.38
RG 8.5kBackbone=SDXL, Added Training Data=8.5k Images, Added Params / Size=5.9M / 35MB2023.1224.2937.0746.21
T2IAdapterBackbone=SDXL, Added Training Data=3M Images, Added Params / Size=79M / 302MB2023.1224.0635.9249.49
RG 8.5kBackbone=SDv1-5, Added Training Data=8.5k Images, Added Params / Size=8.5M / 49MB2023.1219.9136.150.71
RG 1kBackbone=SDXL, Added Training Data=1k Images, Added Params / Size=5.9M / 35MB2023.1219.6529.4143.17
RG 100Backbone=SDXL, Added Training Data=100 Images, Added Params / Size=5.9M / 35MB2023.1215.2428.1941.62
No ControlBackbone=SDXL, Added Training Data=None, Added Params / Size=None2023.121.192.9410.4
No ControlBackbone=SDv1-5, Added Training Data=None, Added Params / Size=None2023.120.491.555.42