paper-with-me

Face Recognition 벤치마크

Face Recognition on Color FERET

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FNMR [%] @ 10-3 FMR

3.24 3.485 3.73 3.975 4.22 2022-11 2026-09 PIC - QMagFace — 3.24 (2022-11-22) PIC - MagFace — 3.92 (2022-11-22) PIC - ArcFace — 4.22 (2022-11-22) PIC - QMagFace — 3.24 (2022-11-22) PIC - MagFace — 3.92 (2022-11-22) PIC - ArcFace — 4.22 (2022-11-22) PIC - QMagFace — 3.24 (2022-11-22) PIC - MagFace — 3.92 (2022-11-22) PIC - ArcFace — 4.22 (2022-11-22) PIC - QMagFace — 3.24 (2022-11-22) PIC - MagFace — 3.92 (2022-11-22) PIC - ArcFace — 4.22 (2022-11-22) PIC - QMagFace — 3.24 (2022-11-22) PIC - MagFace — 3.92 (2022-11-22) PIC - ArcFace — 4.22 (2022-11-22) PIC - QMagFace — 3.24 (2022-11-22) PIC - MagFace — 3.92 (2022-11-22) PIC - ArcFace — 4.22 (2022-11-22) PIC - QMagFace — 3.24 (2022-11-22) PIC - MagFace — 3.92 (2022-11-22) PIC - ArcFace — 4.22 (2022-11-22)
RankModel FNMR [%] @ 10-3 FMR5-class test accuracy PaperCodeYear
1 PIC - QMagFace 3.24– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
2 PIC - MagFace 3.92– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
3 PIC - ArcFace 4.22– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
4 VGG based –99.2% IdentiFace : A VGG Based Multimodal Facial Biometric System MahmoudRabea13/IdentiFace 2024
5 PIC - QMagFace 3.24– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
6 PIC - MagFace 3.92– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
7 PIC - ArcFace 4.22– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
8 VGG based –99.2% IdentiFace : A VGG Based Multimodal Facial Biometric System MahmoudRabea13/IdentiFace 2024
9 PIC - QMagFace 3.24– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
10 PIC - MagFace 3.92– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
11 PIC - ArcFace 4.22– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
12 VGG based –99.2% IdentiFace : A VGG Based Multimodal Facial Biometric System MahmoudRabea13/IdentiFace 2024
13 PIC - QMagFace 3.24– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
14 PIC - MagFace 3.92– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
15 PIC - ArcFace 4.22– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
16 VGG based –99.2% IdentiFace : A VGG Based Multimodal Facial Biometric System MahmoudRabea13/IdentiFace 2024
17 PIC - QMagFace 3.24– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
18 PIC - MagFace 3.92– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
19 PIC - ArcFace 4.22– PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Faceplugin-ltd/FaceRecognition-Android · FaceOnLive/Face-Recognition-SDK-Android · pterhoer/optimalmatchingconfidence 2022
20 VGG based –99.2% IdentiFace : A VGG Based Multimodal Facial Biometric System MahmoudRabea13/IdentiFace 2024
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