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SotA/Music/Facial Recognition and Modelling

Facial Recognition and Modelling

413 benchmarks0 papers

Facial tasks in machine learning operate based on images or video frames (or other datasets) focussed on human faces.

Benchmarks

Facial Recognition and Modelling on 300W

NME_inter-ocular (%, Common)NME_inter-ocular (%, Challenge)NME_inter-ocular (%, Full)NME_inter-pupil (%, Full)NME_inter-pupil (%, Common)NME_inter-pupil (%, Challenge)NME Mean Error Rate

Facial Recognition and Modelling on WIDER Face (Hard)

Facial Recognition and Modelling on WFLW

NME (inter-ocular)FR@10 (inter-ocular)AUC@10 (inter-ocular)NME

Facial Recognition and Modelling on WIDER Face (Medium)

Facial Recognition and Modelling on AffectNet

Accuracy (8 emotion)Accuracy (7 emotion)

Facial Recognition and Modelling on RAF-DB

Overall Accuracy Avg. Accuracy

Facial Recognition and Modelling on WIDER Face (Easy)

Facial Recognition and Modelling on REALY

all @nose @mouth @forehead @cheek

Facial Recognition and Modelling on LFW

Accuracy MParams MFLOPs FNMR [%] @ 10-3 FMR BFAR BFRR FRR@FAR(%)F1-score Precision Recall Equal Error Rate Accuracy (%)

Facial Recognition and Modelling on AFLW-19

NME_diag (%, Full)NME_diag (%, Frontal)NME_box (%, Full)AUC_box@0.07 (%, Full)

Facial Recognition and Modelling on CFP-FP

Accuracy MParams MFLOPs

Facial Recognition and Modelling on REALY (side-view)

all @nose @mouth @forehead @cheek

Facial Recognition and Modelling on AgeDB-30

Accuracy MParams MFLOPs

Facial Recognition and Modelling on FER2013

Facial Recognition and Modelling on NoW Benchmark

Median Reconstruction Error Mean Reconstruction Error (mm)Stdev Reconstruction Error (mm)

Facial Recognition and Modelling on Adience Age

Accuracy (5-fold)

Facial Recognition and Modelling on H3WB

Average MPJPE (mm)

Facial Recognition and Modelling on FER+

Facial Recognition and Modelling on UTKFace

MAE Accuracy (%)

Facial Recognition and Modelling on CACD

Facial Recognition and Modelling on MAFL

Facial Recognition and Modelling on Trillion Pairs Dataset

Facial Recognition and Modelling on FaceForensics++

pose ID retrieval FID SSIM landmarks perceptual loss verification exp embedding L2 expression

Facial Recognition and Modelling on MORPH album2 (Caucasian)

Facial Recognition and Modelling on WFW (Extra Data)

NME (inter-ocular)AUC@10 (inter-ocular)FR@10 (inter-ocular)

Facial Recognition and Modelling on AFAD

Facial Recognition and Modelling on Adience Gender

Accuracy (5-fold)

Facial Recognition and Modelling on AgeDB

Facial Recognition and Modelling on BP4D

Average F1 Average AUC ICC Avg F1

Facial Recognition and Modelling on CALFW

Accuracy MParams MFLOPs

Facial Recognition and Modelling on FDDB

Facial Recognition and Modelling on MORPH Album2

MAE MAE (2 shot)MAE (4 shot)MAE (8 shot)MAE (16 shot)CS Rank-1 Recognition Rate

Facial Recognition and Modelling on CPLFW

Accuracy MFLOPs MParams

Facial Recognition and Modelling on IJB-B

TAR@FAR=0.0001 TAR @ FAR=0.001 TAR @ FAR=0.0001 TAR @ FAR=1e-5 TAR @ FAR=0.01 MFLOPs Rank-1 MParams Rank-5 TAR @ FAR=1e-3 TAR @ FAR=1e-4 Accuracy

Facial Recognition and Modelling on MAFL Unaligned

Facial Recognition and Modelling on MORPH Album2 (SE)

Facial Recognition and Modelling on BTS3.1

Facial Recognition and Modelling on DISFA

Average F1 Average AUC ICC Accuracy

Facial Recognition and Modelling on FGNET

Facial Recognition and Modelling on Florence

RMSE Cooperative RMSE Indoor RMSE Outdoor Average 3D Error Mean NME Mean NME

Facial Recognition and Modelling on Annotated Faces in the Wild

Facial Recognition and Modelling on LFWA

Facial Recognition and Modelling on SiW (Protocol 3)

Facial Recognition and Modelling on CASIA-WebFace+masks

Facial Recognition and Modelling on COFW

NME (inter-ocular)NME (inter-pupil)Recall at 80% precision (Landmarks Visibility)NME

Facial Recognition and Modelling on COFW-68

NME (inter-ocular)NME (box)AUC@7 (box)

Facial Recognition and Modelling on CelebA+masks

Facial Recognition and Modelling on ChaLearn 2015

Facial Recognition and Modelling on DroneSURF

Facial Recognition and Modelling on MLFW

Facial Recognition and Modelling on PASCAL Face

Facial Recognition and Modelling on AFLW-Full

Mean NME Mean NME NME

Facial Recognition and Modelling on AFLW2000

Facial Recognition and Modelling on CK+

Accuracy (7 emotion)Accuracy (8 emotion)Accuracy (6 emotion)Accuracy

Facial Recognition and Modelling on CelebA-Spoof-Enroll5

Facial Recognition and Modelling on SiW-Enroll5

Facial Recognition and Modelling on mebeblurf

Accuracy MAE FNMR [%] @ 10-3 FMR Equal Error Rate

Facial Recognition and Modelling on 300W Split 2

NME (box)AUC@7 (box)NME (inter-ocular)AUC@8 (inter-ocular)FR@8 (inter-ocular)

Facial Recognition and Modelling on 300W Split 2 (300W-LP)

NME (bbox)AUC@7 (bbox)NME (inter-ocular)

Facial Recognition and Modelling on AFLW (Zhang CVPR 2018 crops)

Facial Recognition and Modelling on AFLW Unaligned

Facial Recognition and Modelling on AFLW2000-3D

ID retrieval exp embedding L2 pose GTE Mean NME Balanced NME (2D Sparse Alignment)Mean NME(3D Dense Alignment)Mean NME

Facial Recognition and Modelling on COFW-68 (300WLP)

Facial Recognition and Modelling on FERPlus

Accuracy(pretrained)

Facial Recognition and Modelling on FFHQ 512 x 512 - 16x upscaling

Facial Recognition and Modelling on FaceScape

Facial Recognition and Modelling on IJB-C

TAR @ FAR=1e-3 TAR @ FAR=0.01 MFLOPs MParams TAR @ FAR=1e-2 Rank-1 Rank-5 TAR @ FAR=1e-6 TAR @ FAR=1e-5 TAR @ FAR=1e-4 training dataset model

Facial Recognition and Modelling on IMDB-Clean

Average mean absolute error

Facial Recognition and Modelling on JAFFE

Facial Recognition and Modelling on OULU-NPU

Facial Recognition and Modelling on Replay-Attack

Facial Recognition and Modelling on SFEW

Facial Recognition and Modelling on Stirling-HQ (FG2018 3D face reconstruction challenge)

Mean Reconstruction Error (mm)

Facial Recognition and Modelling on Stirling-LQ (FG2018 3D face reconstruction challenge)

Mean Reconstruction Error (mm)

Facial Recognition and Modelling on AFLW

Facial Recognition and Modelling on AFLW-MTFL

Facial Recognition and Modelling on BP4D+

Facial Recognition and Modelling on BUAA-VisNir

TAR @ FAR=0.001 TAR @ FAR=0.01

Facial Recognition and Modelling on CASIA NIR-VIS 2.0

TAR @ FAR=0.001

Facial Recognition and Modelling on CGFIQA-40k

Facial Recognition and Modelling on CUFS

FID NLDA FSIM SSIM

Facial Recognition and Modelling on CatFLW

Facial Recognition and Modelling on ChaLearn 2016

Facial Recognition and Modelling on Color FERET

FNMR [%] @ 10-3 FMR Pearson Correlation 5-class test accuracy

Facial Recognition and Modelling on FairFace

gender-top1 age-top1 race-top1

Facial Recognition and Modelling on IJB-A

TAR @ FAR=0.001 TAR @ FAR=0.1 TAR @ FAR=0.01 Accuracy

Facial Recognition and Modelling on LRS2

FID LSE-D LSE-C

Facial Recognition and Modelling on MFW+ (M-M)

Facial Recognition and Modelling on MFW+ (U-M)

Facial Recognition and Modelling on MORPH

FNMR [%] @ 10-3 FMR MAE Accuracy (%)

Facial Recognition and Modelling on Oulu-CASIA NIR-VIS

TAR @ FAR=0.001 TAR @ FAR=0.01

Facial Recognition and Modelling on PIQ23

SRCC PLCC KRCC MAE

Facial Recognition and Modelling on VoxCeleb2 - 1-shot learning

CSIM LPIPS Normalized Pose Error SSIM inference time (ms)FID

Facial Recognition and Modelling on bFFHQ

Bias-Conflicting Accuracy

Facial Recognition and Modelling on 300-VW (C)

AUC0.08 private AUC0.07

Facial Recognition and Modelling on 300W (Common)

Facial Recognition and Modelling on 300W (Full)

Facial Recognition and Modelling on 3DFAW

Facial Recognition and Modelling on AFLW-Front

Mean NME Mean NME NME

Facial Recognition and Modelling on Adience (Online Open Set)

Average Accuracy (10 times)

Facial Recognition and Modelling on CACDVS

Facial Recognition and Modelling on CASIA-MFSD

Facial Recognition and Modelling on COCO-WholeBody

AP AP50 AP75 APL APM keypoint AP

Facial Recognition and Modelling on CUFSF

FID NLDA FSIM SSIM

Facial Recognition and Modelling on Carl

Facial Recognition and Modelling on Color FERET (Online Open Set)

Average Accuracy (10 times)

Facial Recognition and Modelling on DCM

Average Precision

Facial Recognition and Modelling on Disguised Faces in the Wild

GAR @0.1% FAR GAR @1% FAR GAR @0.1% FAR Impersonation GAR @0.1% FAR Obfuscation GAR @0.1% FAR Overall GAR @1% FAR Impersonation GAR @1% FAR Obfuscation GAR @1% FAR Overall GAR @10% FAR

Facial Recognition and Modelling on Disguised Faces in the Wild 2019

GAR @0.01% FAR Impersonation GAR @0.01% FAR Obfuscation GAR @0.01% FAR Overall GAR @0.01% FAR Plastic Surgery GAR @0.1% FAR Impersonation GAR @0.1% FAR Obfuscation GAR @0.1% FAR Overall GAR @0.1% FAR Plastic Surgery

Facial Recognition and Modelling on FERG

Facial Recognition and Modelling on FotW Gender

Facial Recognition and Modelling on IJB-S

Rank-1 (Video2Booking)Rank-1 (Video2Single)Rank-1 (Video2Video)

Facial Recognition and Modelling on LAGENDA

Facial Recognition and Modelling on LFW (Online Open Set)

Average Accuracy (10 times)

Facial Recognition and Modelling on LRS3

FID LSE-C LSE-D

Facial Recognition and Modelling on LRW

FID LSE-C LSE-D LMD SSIM

Facial Recognition and Modelling on MEBeauty

MAE Root mean square error (RMSE)Pearson Corr

Facial Recognition and Modelling on MERL-RAV

NME (box)AUC@7 (box)

Facial Recognition and Modelling on Oulu-CASIA

Accuracy (10-fold)Accuracy

Facial Recognition and Modelling on SCUT-FBP

Facial Recognition and Modelling on UHDB31

Facial Recognition and Modelling on UND-X1

Facial Recognition and Modelling on VoxCeleb1 - 1-shot learning

Facial Recognition and Modelling on VoxCeleb1 - 32-shot learning

Facial Recognition and Modelling on VoxCeleb1 - 8-shot learning

Facial Recognition and Modelling on VoxCeleb2 - 8-shot learning

Facial Recognition and Modelling on iCartoonFace

Average Precision

Facial Recognition and Modelling on !(()&&!|||

Facial Recognition and Modelling on 100 sleep nights of 8 caregivers

Facial Recognition and Modelling on 13.8

Facial Recognition and Modelling on 2017_test set

14 gestures accuracy

Facial Recognition and Modelling on ADE20K

Facial Recognition and Modelling on AFLW-LFPA

Facial Recognition and Modelling on Acted Facial Expressions In The Wild (AFEW)

Accuracy(on validation set)

Facial Recognition and Modelling on Aff-Wild2

Facial Recognition and Modelling on BN-AuthProf

Facial Recognition and Modelling on CAER

Facial Recognition and Modelling on CASME II

Facial Recognition and Modelling on CFP-FF

Facial Recognition and Modelling on CMU-MPIE

16x16 Accuracy 24x24 Accuracy 32x32 Accuracy 48x48 Accuracy

Facial Recognition and Modelling on CREMA-D

UAR EmoAcc FID LSE-C

Facial Recognition and Modelling on CelebA + AFLW Unaligned

MOS MS-SSIM PSNR SSIM

Facial Recognition and Modelling on CelebA Aligned

MOS MS-SSIM PSNR SSIM

Facial Recognition and Modelling on CelebV-HQ

Facial Recognition and Modelling on DiveFace

Facial Recognition and Modelling on ECCV HotOrNot

Pearson Correlation

Facial Recognition and Modelling on EURECOM

Facial Recognition and Modelling on ExpW

Facial Recognition and Modelling on FFHQ

SSIM LPIPS PSNR

Facial Recognition and Modelling on IIIT-D Viewed Sketch

Facial Recognition and Modelling on KANFace

Average mean absolute error

Facial Recognition and Modelling on MFR

MFR-ALL MFR-MASK African Caucasian South Asian East Asian

Facial Recognition and Modelling on MLFP

Facial Recognition and Modelling on MMI

Facial Recognition and Modelling on MSU-MFSD

Equal Error Rate HTER

Facial Recognition and Modelling on Manga109

Average Precision

Facial Recognition and Modelling on MegaFace

Facial Recognition and Modelling on Menpo

AUC (box)NME (box)

Facial Recognition and Modelling on Multi-Modal CelebA-HQ

Facial Recognition and Modelling on PhysioNet Challenge 2021

Mean absolute error Mean Squared Error Mean Squared Error (cross-val)Mean Absolute Error (cross-val)

Facial Recognition and Modelling on QMUL-SurvFace

Facial Recognition and Modelling on RAVDESS

Facial Recognition and Modelling on RaFD

Facial Recognition and Modelling on SAVEE

Facial Recognition and Modelling on SKSF-A

Facial Recognition and Modelling on Urban Hyperspectral Image

Facial Recognition and Modelling on VggFace2

Facial Recognition and Modelling on VoxCeleb2 - 32-shot learning

Facial Recognition and Modelling on WIDER FACE

Average Top-1 Accuracy

Facial Recognition and Modelling on WIDER Face

Average Precision GFLOPs

Facial Recognition and Modelling on WebFace

Facial Recognition and Modelling on XQLFW

Facial Recognition and Modelling on ^(#$!@#$)(()))******

Facial Recognition and Modelling on Static Facial Expressions in the Wild

Facial Recognition and Modelling on AFLW-PIFA (21 points)

Facial Recognition and Modelling on AFLW-PIFA (34 points)

Facial Recognition and Modelling on CAFR

Facial Recognition and Modelling on CUHK

Facial Recognition and Modelling on Cohn-Kanade

Facial Recognition and Modelling on FG-NET

Facial Recognition and Modelling on HOD

Facial Recognition and Modelling on IBUG

Mean Error Rate

Facial Recognition and Modelling on LS3D-W Balanced

Facial Recognition and Modelling on Labeled Faces in the Wild

Facial Recognition and Modelling on MAFA

Facial Recognition and Modelling on Real-World Affective Faces

Facial Recognition and Modelling on YouTube Faces DB