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Models/IDiff-Face

IDiff-Face

Reported on 30 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 Vision10 results

Face ReconstructiononCPLFW
Accuracy· 2023-08-09
0.8045
best: 93.37 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face ReconstructiononLFW
Accuracy· 2023-08-09
0.98
best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face ReconstructiononCALFW
Accuracy· 2023-08-09
0.9065
best: 96.15 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face ReconstructiononAgeDB-30
Accuracy· 2023-08-09
0.8643
best: 71.62 (USynthFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face ReconstructiononCFP-FP
Accuracy· 2023-08-09
0.8547
best: 0.9951 (PartialFC (R200))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ReconstructiononCPLFW
Accuracy· 2023-08-09
0.8045
best: 93.37 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ReconstructiononLFW
Accuracy· 2023-08-09
0.98
best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ReconstructiononCALFW
Accuracy· 2023-08-09
0.9065
best: 96.15 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ReconstructiononAgeDB-30
Accuracy· 2023-08-09
0.8643
best: 71.62 (USynthFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ReconstructiononCFP-FP
Accuracy· 2023-08-09
0.8547
best: 0.9951 (PartialFC (R200))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995

Methodology10 results

Face RecognitiononCPLFW
Accuracy· 2023-08-09
0.8045
best: 0.9465 (GhostFaceNetV2-1)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face RecognitiononLFW
Accuracy· 2023-08-09
0.98
best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face RecognitiononCALFW
Accuracy· 2023-08-09
0.9065
best: 0.96233 (Prodpoly)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face RecognitiononAgeDB-30
Accuracy· 2023-08-09
0.8643
best: 71.62 (USynthFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Face RecognitiononCFP-FP
Accuracy· 2023-08-09
0.8547
best: 0.9933 (GhostFaceNetV2-1)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3DonCPLFW
Accuracy· 2023-08-09
0.8045
best: 93.37 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3DonLFW
Accuracy· 2023-08-09
0.98
best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3DonCALFW
Accuracy· 2023-08-09
0.9065
best: 96.15 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3DonAgeDB-30
Accuracy· 2023-08-09
0.8643
best: 71.62 (USynthFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3DonCFP-FP
Accuracy· 2023-08-09
0.8547
best: 0.9951 (PartialFC (R200))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995

Music5 results

Facial Recognition and ModellingonCPLFW
Accuracy· 2023-08-09
0.8045
best: 93.37 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Facial Recognition and ModellingonLFW
Accuracy· 2023-08-09
0.98
best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Facial Recognition and ModellingonCALFW
Accuracy· 2023-08-09
0.9065
best: 96.15 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Facial Recognition and ModellingonAgeDB-30
Accuracy· 2023-08-09
0.8643
best: 71.62 (USynthFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
Facial Recognition and ModellingonCFP-FP
Accuracy· 2023-08-09
0.8547
best: 0.9951 (PartialFC (R200))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995

Medical5 results

3D Face ModellingonCPLFW
Accuracy· 2023-08-09
0.8045
best: 93.37 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ModellingonLFW
Accuracy· 2023-08-09
0.98
best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ModellingonCALFW
Accuracy· 2023-08-09
0.9065
best: 96.15 (DiscFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ModellingonAgeDB-30
Accuracy· 2023-08-09
0.8643
best: 71.62 (USynthFace)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995
3D Face ModellingonCFP-FP
Accuracy· 2023-08-09
0.8547
best: 0.9951 (PartialFC (R200))
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models arXiv:2308.04995