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Keypoint Detection
벤치마크
Keypoint Detection on COCO
6개 결과 ·
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Validation AP
60.5
62.67
64.85
67.03
69.2
2016-11
2026-11
Part Affinity Fields — 60.5 (2016-11-24)
Part Affinity Fields — 60.5 (2016-11-24)
Part Affinity Fields — 60.5 (2016-11-24)
Mask R-CNN — 69.2 (2017-03-20)
Mask R-CNN — 69.2 (2017-03-20)
Mask R-CNN — 69.2 (2017-03-20)
Part Affinity Fields — 60.5 (2016-11-24)
Mask R-CNN — 69.2 (2017-03-20)
2016-11-24 — Part Affinity Fields: Validation AP 60.5
2017-03-20 — Mask R-CNN: Validation AP 69.2
Rank
Model
Validation AP
Test AP
Paper
Code
Year
1
Mask R-CNN
69.2
63.1
Mask R-CNN
tensorflow/models
·
facebookresearch/detectron2
·
facebookresearch/detectron
·
+176
2017
2
Part Affinity Fields
60.5
–
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
CMU-Perceptual-Computing-Lab/openpose
·
ZheC/Realtime_Multi-Person_Pose_Estimation
·
shihenw/convolutional-pose-machines-release
·
+58
2016
3
Mask R-CNN
69.2
63.1
Mask R-CNN
tensorflow/models
·
facebookresearch/detectron2
·
facebookresearch/detectron
·
+176
2017
4
Part Affinity Fields
60.5
–
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
CMU-Perceptual-Computing-Lab/openpose
·
ZheC/Realtime_Multi-Person_Pose_Estimation
·
shihenw/convolutional-pose-machines-release
·
+58
2016
5
Mask R-CNN
69.2
63.1
Mask R-CNN
tensorflow/models
·
facebookresearch/detectron2
·
facebookresearch/detectron
·
+176
2017
6
Part Affinity Fields
60.5
–
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
CMU-Perceptual-Computing-Lab/openpose
·
ZheC/Realtime_Multi-Person_Pose_Estimation
·
shihenw/convolutional-pose-machines-release
·
+58
2016
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