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Models/Cos+UNPG

Cos+UNPG

Reported on 18 benchmarks across 6 tasks · 1 paper

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

Computer Vision9 results

Face VerificationonIJB-C
TAR @ FAR=1e-3· 2022-03-22
97.57
best: 98.08 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
Face VerificationonIJB-B
TAR @ FAR=0.001· 2022-03-22
96.5
best: 96.91 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
Face VerificationonIJB-B
TAR@FAR=0.0001· 2022-03-22
94.99
best: 96.71 (PartialFC(WebFace42M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
Face ReconstructiononIJB-C
TAR @ FAR=1e-3· 2022-03-22
97.57
best: 98.08 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
Face ReconstructiononIJB-B
TAR @ FAR=0.001· 2022-03-22
96.5
best: 96.91 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
Face ReconstructiononIJB-B
TAR@FAR=0.0001· 2022-03-22
94.99
best: 96.71 (PartialFC(WebFace42M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
3D Face ReconstructiononIJB-C
TAR @ FAR=1e-3· 2022-03-22
97.57
best: 98.08 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
3D Face ReconstructiononIJB-B
TAR @ FAR=0.001· 2022-03-22
96.5
best: 96.91 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
3D Face ReconstructiononIJB-B
TAR@FAR=0.0001· 2022-03-22
94.99
best: 96.71 (PartialFC(WebFace42M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593

Music3 results

Facial Recognition and ModellingonIJB-C
TAR @ FAR=1e-3· 2022-03-22
97.57
best: 98.08 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
Facial Recognition and ModellingonIJB-B
TAR @ FAR=0.001· 2022-03-22
96.5
best: 96.91 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
Facial Recognition and ModellingonIJB-B
TAR@FAR=0.0001· 2022-03-22
94.99
best: 96.71 (PartialFC(WebFace42M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593

Methodology3 results

3DonIJB-C
TAR @ FAR=1e-3· 2022-03-22
97.57
best: 98.08 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
3DonIJB-B
TAR @ FAR=0.001· 2022-03-22
96.5
best: 96.91 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
3DonIJB-B
TAR@FAR=0.0001· 2022-03-22
94.99
best: 96.71 (PartialFC(WebFace42M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593

Medical3 results

3D Face ModellingonIJB-C
TAR @ FAR=1e-3· 2022-03-22
97.57
best: 98.08 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
3D Face ModellingonIJB-B
TAR @ FAR=0.001· 2022-03-22
96.5
best: 96.91 (CAFace+AdaFace (WebFace4M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593
3D Face ModellingonIJB-B
TAR@FAR=0.0001· 2022-03-22
94.99
best: 96.71 (PartialFC(WebFace42M))
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition arXiv:2203.11593