SOTAVerified

Blind Face Restoration

Blind face restoration aims at recovering high-quality faces from the low-quality counterparts suffering from unknown degradation, such as low-resolution, noise, blur, compression artifacts, etc. When applied to real-world scenarios, it becomes more challenging, due to more complicated degradation, diverse poses and expressions.

Description source: Towards Real-World Blind Face Restoration with Generative Facial Prior

Image source: Towards Real-World Blind Face Restoration with Generative Facial Prior

Papers

Showing 5155 of 55 papers

TitleStatusHype
Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior0
Blind Face Restoration via Integrating Face Shape and Generative Priors0
Universal Face Restoration With Memorized Modulation0
Image Processing Using Multi-Code GAN PriorCode0
Learning Warped Guidance for Blind Face RestorationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DFDNetLPIPS55.4Unverified
2PULSELPIPS50.8Unverified
3PSFRGANLPIPS50Unverified
4GFPGANLPIPS49.5Unverified
5HiFaceGANLPIPS47.7Unverified
6VQFRLPIPS47.1Unverified
7GLEANLPIPS46.9Unverified
8mGANpriorLPIPS45.84Unverified
9DiffBIRLPIPS45.73Unverified
10DifFaceLPIPS43.5Unverified
#ModelMetricClaimedVerifiedStatus
1PULSEFID64.86Unverified
2DFDNetFID62.57Unverified
3GPENFID57.58Unverified
4GLEANFID53.49Unverified
5CodeFormerFID52.02Unverified
6PSFRGANFID51.89Unverified
7GFP-GANFID49.96Unverified
8DAEFRFID47.53Unverified
9DiffBIRFID39.58Unverified
#ModelMetricClaimedVerifiedStatus
1PULSEFID73.59Unverified
2DFDNetFID57.84Unverified
3PSFRGANFID51.16Unverified
4GLEANFID47.11Unverified
5GPENFID46.99Unverified
6GFP-GANFID40.59Unverified
7CodeFormerFID39.06Unverified
8DAEFRFID36.72Unverified
9DiffBIRFID32.35Unverified
#ModelMetricClaimedVerifiedStatus
1Super-FANFID136.83Unverified
2GWAInetFID135.84Unverified
3GFRNetFID134.92Unverified
4Pix2PixHDFID76.89Unverified
5HiFaceGANFID56.67Unverified
6GPENFID31.72Unverified