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ResearchFormerly WizWand

3D Face Reconstruction on REALY (Region Specific Metrics)

1.036Nose ErrorHiFace
0.973761.393881.8142.23412Nov 25, 2022Jul 1, 2023Feb 4, 2024Sep 9, 2024Apr 15, 2025Nov 19, 2025Jun 26, 2026
Updated 4mo ago

Evaluation results

MethodLinks
HiFacesynthetic_data=true2026.061.0361.451.3241.2911.275
HiFacesynthetic_data=false2026.061.2271.7871.4541.7621.558
Cascaded Diffusion PriorsEnhanced L_lan=false2026.061.4571.671.8031.141.518
MoSAR2026.061.4991.4241.951.1281.5
Nencdescription=Initialization predictor stage of proposed algorithm2022.111.5571.6611.941.0141.543
Proposed (Facescape finetune)training_dataset=Facescape [42], training_protocol=fine-tune2022.111.571.5761.5811.0741.45
3DDFA-V32026.061.5841.2371.8091.111.435
Cascaded Diffusion Priors2026.061.6191.3761.7841.1811.49
Proposed GAN-Based Texture Decodertraining_dataset=FFHQ-UV, texture_model=StyleGAN2-based texture UV-map generator2022.111.6811.3391.6310.9431.399
DECA2026.061.6972.5162.3941.4792.01
Deep3Dsource=Reported from [8]2022.111.7191.3682.0151.5281.657
Deep3D2026.061.7191.3682.0151.5281.657
HRN2026.061.7221.3571.9951.0721.537
Cascaded Diffusion PriorsMSSF=false2026.061.7281.7852.1791.531.806
Proposed (Facescape scratch)training_dataset=Facescape [42], training_protocol=scratch2022.111.7311.6531.7111.2071.576
MGCNetsource=Reported from [8]2022.111.7711.4172.2681.6391.774
w/o multi-viewoptimization_strategy=single-view only2022.111.781.4191.7110.981.473
3DDFA-v2source=Reported from [8]2022.111.9031.5972.4771.7571.926
PCA tex basistexture_model=PCA-based linear texture basis HiFi3D++2022.111.9041.4191.7730.9821.52
GANFitsource=Reported from [8]2022.111.9281.8122.4021.3291.868
Baseline2026.062.5922.6642.2732.5242.514