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 1120 of 55 papers

TitleStatusHype
Visual Style Prompt Learning Using Diffusion Models for Blind Face RestorationCode1
RestorerID: Towards Tuning-Free Face Restoration with ID PreservationCode1
AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion PriorCode1
3D Priors-Guided Diffusion for Blind Face RestorationCode1
Towards Real-World Blind Face Restoration with Generative Diffusion PriorCode1
Dual Associated Encoder for Face RestorationCode1
DR2: Diffusion-based Robust Degradation Remover for Blind Face RestorationCode1
Learning Dual Memory Dictionaries for Blind Face RestorationCode1
Multi-Prior Learning via Neural Architecture Search for Blind Face RestorationCode1
Blind Face Restoration: Benchmark Datasets and a Baseline ModelCode1
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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