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Models/DPM

DPM

Reported on 30 benchmarks across 7 tasks · 2 papers · 30 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision13 results

Face ReconstructiononUND-X1
Rank-1· 2016-01-20
83.73
best: 87.2 (Model with Up Convolution + DoG Filter)
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
Face ReconstructiononCarl
Rank-1· 2016-01-20
71
best: 85 (Model with Up Convolution + DoG Filter (Aligned))
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
3D Face ReconstructiononUND-X1
Rank-1· 2016-01-20
83.73
best: 87.2 (Model with Up Convolution + DoG Filter)
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
3D Face ReconstructiononCarl
Rank-1· 2016-01-20
71
best: 85 (Model with Up Convolution + DoG Filter (Aligned))
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
Face DetectiononAnnotated Faces in the Wild
AP· 2014-08-06
0.9721
best: 0.9987 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
Face DetectiononPASCAL Face
AP· 2014-08-06
0.9029
best: 0.9909 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
Face DetectiononFDDB
AP· 2014-08-06
0.864
best: 0.991 (DSFD)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
Face ReconstructiononAnnotated Faces in the Wild
AP· 2014-08-06
0.9721
best: 0.9987 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
Face ReconstructiononPASCAL Face
AP· 2014-08-06
0.9029
best: 0.9909 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
Face ReconstructiononFDDB
AP· 2014-08-06
0.864
best: 0.991 (DSFD)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
3D Face ReconstructiononAnnotated Faces in the Wild
AP· 2014-08-06
0.9721
best: 0.9987 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
3D Face ReconstructiononPASCAL Face
AP· 2014-08-06
0.9029
best: 0.9909 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
3D Face ReconstructiononFDDB
AP· 2014-08-06
0.864
best: 0.991 (DSFD)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656

Methodology7 results

Face RecognitiononUND-X1
Rank-1· 2016-01-20
83.73
best: 87.2 (Model with Up Convolution + DoG Filter)
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
Face RecognitiononCarl
Rank-1· 2016-01-20
71
best: 85 (Model with Up Convolution + DoG Filter (Aligned))
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
3DonUND-X1
Rank-1· 2016-01-20
83.73
best: 87.2 (Model with Up Convolution + DoG Filter)
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
3DonCarl
Rank-1· 2016-01-20
71
best: 85 (Model with Up Convolution + DoG Filter (Aligned))
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
3DonAnnotated Faces in the Wild
AP· 2014-08-06
0.9721
best: 0.9987 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
3DonPASCAL Face
AP· 2014-08-06
0.9029
best: 0.9909 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
3DonFDDB
AP· 2014-08-06
0.864
best: 0.991 (DSFD)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656

Music5 results

Facial Recognition and ModellingonUND-X1
Rank-1· 2016-01-20
83.73
best: 87.2 (Model with Up Convolution + DoG Filter)
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
Facial Recognition and ModellingonCarl
Rank-1· 2016-01-20
71
best: 85 (Model with Up Convolution + DoG Filter (Aligned))
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
Facial Recognition and ModellingonAnnotated Faces in the Wild
AP· 2014-08-06
0.9721
best: 0.9987 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
Facial Recognition and ModellingonPASCAL Face
AP· 2014-08-06
0.9029
best: 0.9909 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
Facial Recognition and ModellingonFDDB
AP· 2014-08-06
0.864
best: 0.991 (DSFD)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656

Medical5 results

3D Face ModellingonUND-X1
Rank-1· 2016-01-20
83.73
best: 87.2 (Model with Up Convolution + DoG Filter)
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
3D Face ModellingonCarl
Rank-1· 2016-01-20
71
best: 85 (Model with Up Convolution + DoG Filter (Aligned))
SOTA
Deep Perceptual Mapping for Cross-Modal Face Recognition arXiv:1601.05347
3D Face ModellingonAnnotated Faces in the Wild
AP· 2014-08-06
0.9721
best: 0.9987 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
3D Face ModellingonPASCAL Face
AP· 2014-08-06
0.9029
best: 0.9909 (SRN)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656
3D Face ModellingonFDDB
AP· 2014-08-06
0.864
best: 0.991 (DSFD)
SOTA
A Fast and Accurate Unconstrained Face Detector arXiv:1408.1656