Pose Estimation on DensePose-COCO

12개 결과 · ⬇ CSV · JSON

Rank	Model	AP	Extra Training Data	Paper	Code	Year
1	DP-RCNN-DeepLab (ResNet-101)	68.0		Continuous Surface Embeddings	facebookresearch/detectron2 · zetyquickly/DensePoseFnL · zhongshsh/4d-animal	2020
2	Parsing R-CNN + ResNext101	61.6		Parsing R-CNN for Instance-Level Human Analysis	soeaver/Parsing-R-CNN · soeaver/RP-R-CNN	2018
3	DensePose + keypoints	55.8		DensePose: Dense Human Pose Estimation In The Wild	facebookresearch/detectron2 · facebookresearch/detectron · facebookresearch/DensePose · +19	2018
4	MeshPose (HRNet32)	47.87	✓	MeshPose: Unifying DensePose and 3D Body Mesh reconstruction	Snapchat/MeshPose	2024
5	DP-RCNN-DeepLab (ResNet-101)	68.0		Continuous Surface Embeddings	facebookresearch/detectron2 · zetyquickly/DensePoseFnL · zhongshsh/4d-animal	2020
6	Parsing R-CNN + ResNext101	61.6		Parsing R-CNN for Instance-Level Human Analysis	soeaver/Parsing-R-CNN · soeaver/RP-R-CNN	2018
7	DensePose + keypoints	55.8		DensePose: Dense Human Pose Estimation In The Wild	facebookresearch/detectron2 · facebookresearch/detectron · facebookresearch/DensePose · +19	2018
8	MeshPose (HRNet32)	47.87	✓	MeshPose: Unifying DensePose and 3D Body Mesh reconstruction	Snapchat/MeshPose	2024
9	DP-RCNN-DeepLab (ResNet-101)	68.0		Continuous Surface Embeddings	facebookresearch/detectron2 · zetyquickly/DensePoseFnL · zhongshsh/4d-animal	2020
10	Parsing R-CNN + ResNext101	61.6		Parsing R-CNN for Instance-Level Human Analysis	soeaver/Parsing-R-CNN · soeaver/RP-R-CNN	2018
11	DensePose + keypoints	55.8		DensePose: Dense Human Pose Estimation In The Wild	facebookresearch/detectron2 · facebookresearch/detectron · facebookresearch/DensePose · +19	2018
12	MeshPose (HRNet32)	47.87	✓	MeshPose: Unifying DensePose and 3D Body Mesh reconstruction	Snapchat/MeshPose	2024