Dense Human Pose Regression on DensePose MSCOCO (test)
56.04Error (5cm Threshold)DensePose
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DensePoseArchitecture=HG Stack-8, Training Background=Standard background2021.03 | 56.04 | 79.63 | 87.55 | |
| HumanGPSArchitecture=HG Stack-8, Training Background=Standard background2021.03 | 55.41 | 79.76 | 89.44 | |
| HumanGPS (ResNet-101 FCN)Backbone=ResNet-101 FCN, Training condition=Foreground only, Ground-truth bounding box usage=Given2021.03 | 53.01 | 76.77 | 87.7 | |
| HumanGPSArchitecture=ResNet-101 FCN, Training Background=White background2021.03 | 53.01 | 76.77 | 87.18 | |
| HumanGPSArchitecture=HG Stack-2, Training Background=Standard background2021.03 | 52.91 | 77.21 | 88.5 | |
| DensePoseArchitecture=HG Stack-2, Training Background=Standard background2021.03 | 52.23 | 76.5 | 84.99 | |
| DensePose (ResNet-101 FCN)Backbone=ResNet-101 FCN, Training condition=Foreground only, Ground-truth bounding box usage=Given2021.03 | 51.32 | 75.5 | 85.76 | |
| DensePoseArchitecture=ResNet-101 FCN, Training Background=White background2021.03 | 51.32 | 75.5 | 85.76 | |
| HumanGPS (HG - 1 stack)Backbone=HG - 1 stack, Training condition=Full image, Ground-truth bounding box usage=Given2021.03 | 50.5 | 75.57 | 87.18 | |
| HumanGPSArchitecture=HG Stack-1, Training Background=Standard background2021.03 | 50.5 | 75.57 | 87.18 | |
| Slim DensePose (HG - 1 stack)Backbone=HG - 1 stack, Training condition=Full image, Ground-truth bounding box usage=Given2021.03 | 49.89 | 74.04 | 82.98 | |
| DensePoseArchitecture=HG Stack-1, Training Background=Standard background2021.03 | 49.89 | 74.04 | 82.98 | |
| HumanGPS (ResNet-101 FCN)Backbone=ResNet-101 FCN, Training condition=Full image, Ground-truth bounding box usage=Given2021.03 | 49.09 | 73.12 | 84.51 | |
| HumanGPSArchitecture=ResNet-101 FCN, Training Background=Standard background2021.03 | 49.09 | 73.12 | 84.51 | |
| DensePose (ResNet-101 FCN)Backbone=ResNet-101 FCN, Training condition=Full image, Ground-truth bounding box usage=Given2021.03 | 43.05 | 65.23 | 74.17 | |
| DensePoseArchitecture=ResNet-101 FCN, Training Background=Standard background2021.03 | 43.05 | 65.23 | 74.17 |