Pose Control on MSCOCO (val)
55.82PCK@0.05ControlNet + RG 8.5k
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ControlNet + RG 8.5kBackbone=SDv1-5, Added Training Data=200k + 8.5k Images, Added Params / Size=370M / 1.4GB2023.12 | 55.82 | 77.47 | 86.93 | |
| T2IAdapter + RG 8.5kBackbone=SDXL, Added Training Data=3M + 8.5k Images, Added Params / Size=85M / 337MB2023.12 | 54.54 | 72.04 | 82.18 | |
| ControlNetBackbone=SDv1-5, Added Training Data=200k Images, Added Params / Size=361M / 1.4GB2023.12 | 42.34 | 60.22 | 73.38 | |
| RG 8.5kBackbone=SDXL, Added Training Data=8.5k Images, Added Params / Size=5.9M / 35MB2023.12 | 24.29 | 37.07 | 46.21 | |
| T2IAdapterBackbone=SDXL, Added Training Data=3M Images, Added Params / Size=79M / 302MB2023.12 | 24.06 | 35.92 | 49.49 | |
| RG 8.5kBackbone=SDv1-5, Added Training Data=8.5k Images, Added Params / Size=8.5M / 49MB2023.12 | 19.91 | 36.1 | 50.71 | |
| RG 1kBackbone=SDXL, Added Training Data=1k Images, Added Params / Size=5.9M / 35MB2023.12 | 19.65 | 29.41 | 43.17 | |
| RG 100Backbone=SDXL, Added Training Data=100 Images, Added Params / Size=5.9M / 35MB2023.12 | 15.24 | 28.19 | 41.62 | |
| No ControlBackbone=SDXL, Added Training Data=None, Added Params / Size=None2023.12 | 1.19 | 2.94 | 10.4 | |
| No ControlBackbone=SDv1-5, Added Training Data=None, Added Params / Size=None2023.12 | 0.49 | 1.55 | 5.42 |