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Benchmarks
Activity Recognition on MPII (test)
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37.5
mAP
Ours, Res101
4.22
12.86
21.5
30.14
Apr 16, 2016
Sep 1, 2016
Jan 18, 2017
Jun 6, 2017
Oct 23, 2017
Mar 11, 2018
Jul 28, 2018
mAP
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP
Ours, Res101
Full Img=true, Bbox=tr...
2018.07
37.5
Ours, VGG16
Full Img=true, Bbox=tr...
2018.07
36.8
Pose Reg. Attn. Pooling, Res101
Full Img=true, Bbox=fa...
2018.07
36.1
Pose Regularized Attentional Pooling (R-101)
Full Img=true, Pose=true
2017.11
36.1
Attentional Pooling (R-101)
Full Img=true
2017.11
36
Fusion-2
Supervision strategy=l...
2016.04
32.24
Mallya & Lazebnik, VGG16
Full Img=true, Bbox=tr...
2018.07
32.2
VGG16, Fusion (best)
Full Img=true, Bbox=true
2017.11
32.2
Fusion-1
Supervision strategy=l...
2016.04
32.06
Fusion-2
Supervision strategy=l...
2016.04
32.02
VGG16, Fusion+MIL (best)
Full Img=true, Bbox=tr...
2017.11
31.9
Fusion-2
Supervision strategy=M...
2016.04
31.89
Fusion-2
Supervision strategy=M...
2016.04
31.81
Fusion-1
Supervision strategy=M...
2016.04
31.68
VGG-16, R*CNN
Backbone=VGG-16
2016.04
26.7
R*CNN, VGG16
Full Img=false, Bbox=t...
2018.07
26.7
VGG16, R*CNN
Full Img=true, Bbox=true
2017.11
26.7
Dense Trajectory + Pose
2016.04
5.5
Dense Trajectory + Pose
Full Img=true, Bbox=fa...
2018.07
5.5
Dense Trajectory + Pose
Pose=true
2017.11
5.5
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