paper-with-me

Face Detection 벤치마크

Face Detection on FDDB

77개 결과 · ⬇ CSV · JSON

AP

0.84 0.8778 0.9155 0.9532 0.991 2014-08 2026-09 DPM — 0.864 (2014-08-06) DPM — 0.864 (2014-08-06) DPM — 0.864 (2014-08-06) DPM — 0.864 (2014-08-06) DPM — 0.864 (2014-08-06) DPM — 0.864 (2014-08-06) DPM — 0.864 (2014-08-06) HyperFace — 0.901 (2016-03-03) HyperFace — 0.901 (2016-03-03) HyperFace — 0.901 (2016-03-03) HyperFace — 0.901 (2016-03-03) HyperFace — 0.901 (2016-03-03) HyperFace — 0.901 (2016-03-03) HyperFace — 0.901 (2016-03-03) S3FD — 0.983 (2017-08-17) FaceBoxes — 0.96 (2017-08-17) S3FD — 0.983 (2017-08-17) FaceBoxes — 0.96 (2017-08-17) S3FD — 0.983 (2017-08-17) FaceBoxes — 0.96 (2017-08-17) S3FD — 0.983 (2017-08-17) FaceBoxes — 0.96 (2017-08-17) S3FD — 0.983 (2017-08-17) FaceBoxes — 0.96 (2017-08-17) S3FD — 0.983 (2017-08-17) FaceBoxes — 0.96 (2017-08-17) S3FD — 0.983 (2017-08-17) FaceBoxes — 0.96 (2017-08-17) Face R-FCN — 0.99 (2017-09-14) Face R-FCN — 0.99 (2017-09-14) Face R-FCN — 0.99 (2017-09-14) Face R-FCN — 0.99 (2017-09-14) Face R-FCN — 0.99 (2017-09-14) Face R-FCN — 0.99 (2017-09-14) Face R-FCN — 0.99 (2017-09-14) PyramidBox — 0.987 (2018-03-21) PyramidBox — 0.987 (2018-03-21) PyramidBox — 0.987 (2018-03-21) PyramidBox — 0.987 (2018-03-21) PyramidBox — 0.987 (2018-03-21) PyramidBox — 0.987 (2018-03-21) PyramidBox — 0.987 (2018-03-21) SRN — 0.988 (2018-09-07) SRN — 0.988 (2018-09-07) SRN — 0.988 (2018-09-07) SRN — 0.988 (2018-09-07) SRN — 0.988 (2018-09-07) SRN — 0.988 (2018-09-07) SRN — 0.988 (2018-09-07) DSFD — 0.991 (2018-10-24) DSFD — 0.991 (2018-10-24) DSFD — 0.991 (2018-10-24) DSFD — 0.991 (2018-10-24) DSFD — 0.991 (2018-10-24) DSFD — 0.991 (2018-10-24) DSFD — 0.991 (2018-10-24) LFFD — 0.973 (2019-04-24) LFFD — 0.973 (2019-04-24) LFFD — 0.973 (2019-04-24) LFFD — 0.973 (2019-04-24) LFFD — 0.973 (2019-04-24) LFFD — 0.973 (2019-04-24) LFFD — 0.973 (2019-04-24) IFQ-Tinier-YOLO(k=2) — 0.84 (2019-11-19) IFQ-Tinier-YOLO(k=2) — 0.84 (2019-11-19) IFQ-Tinier-YOLO(k=2) — 0.84 (2019-11-19) IFQ-Tinier-YOLO(k=2) — 0.84 (2019-11-19) IFQ-Tinier-YOLO(k=2) — 0.84 (2019-11-19) IFQ-Tinier-YOLO(k=2) — 0.84 (2019-11-19) IFQ-Tinier-YOLO(k=2) — 0.84 (2019-11-19) DPM — 0.864 (2014-08-06) HyperFace — 0.901 (2016-03-03) S3FD — 0.983 (2017-08-17) Face R-FCN — 0.99 (2017-09-14) DSFD — 0.991 (2018-10-24)
RankModel APAccuracy PaperCodeYear
1 DSFD 0.991– DSFD: Dual Shot Face Detector Tencent/FaceDetection-DSFD · hukkelas/DSFD-Pytorch-Inference · lijiannuist/lightDSFD · +1 2018
2 Face R-FCN 0.990– Detecting Faces Using Region-based Fully Convolutional Networks vikramkarthikeyan/Face-R-FCN 2017
3 SRN 0.988– Selective Refinement Network for High Performance Face Detection ChiCheng123/SRN · faridSam/srn · glarbi/Face-detection 2018
4 PyramidBox 0.987– PyramidBox: A Context-assisted Single Shot Face Detector PaddlePaddle/models · EricZgw/PyramidBox · goingqs/pyramidbox · +2 2018
5 S3FD 0.983– S$^3$FD: Single Shot Scale-invariant Face Detector sfzhang15/SFD · yxlijun/s3fd.pytorch · LeeRel1991/SFD 2017
6 LFFD 0.973– LFFD: A Light and Fast Face Detector for Edge Devices osmr/imgclsmob · YonghaoHe/A-Light-and-Fast-Face-Detector-for-Edge-Devices · YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices · +12 2019
7 FaceBoxes 0.960– FaceBoxes: A CPU Real-time Face Detector with High Accuracy zisianw/FaceBoxes.PyTorch · sfzhang15/FaceBoxes · TropComplique/FaceBoxes-tensorflow · +8 2017
8 HyperFace 0.901– HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition takiyu/hyperface · pasrichashivam/hyperface_deep_multi-task-learning_keras_implementation 2016
9 DPM 0.864– A Fast and Accurate Unconstrained Face Detector N2ITN/Face2Vec 2014
10 IFQ-Tinier-YOLO(k=2) 0.84– IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision 2019
11 Condensation-Net –91.82 Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps 2021
12 DSFD 0.991– DSFD: Dual Shot Face Detector Tencent/FaceDetection-DSFD · hukkelas/DSFD-Pytorch-Inference · lijiannuist/lightDSFD · +1 2018
13 Face R-FCN 0.990– Detecting Faces Using Region-based Fully Convolutional Networks vikramkarthikeyan/Face-R-FCN 2017
14 SRN 0.988– Selective Refinement Network for High Performance Face Detection ChiCheng123/SRN · faridSam/srn · glarbi/Face-detection 2018
15 PyramidBox 0.987– PyramidBox: A Context-assisted Single Shot Face Detector PaddlePaddle/models · EricZgw/PyramidBox · goingqs/pyramidbox · +2 2018
16 S3FD 0.983– S$^3$FD: Single Shot Scale-invariant Face Detector sfzhang15/SFD · yxlijun/s3fd.pytorch · LeeRel1991/SFD 2017
17 LFFD 0.973– LFFD: A Light and Fast Face Detector for Edge Devices osmr/imgclsmob · YonghaoHe/A-Light-and-Fast-Face-Detector-for-Edge-Devices · YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices · +12 2019
18 FaceBoxes 0.960– FaceBoxes: A CPU Real-time Face Detector with High Accuracy zisianw/FaceBoxes.PyTorch · sfzhang15/FaceBoxes · TropComplique/FaceBoxes-tensorflow · +8 2017
19 HyperFace 0.901– HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition takiyu/hyperface · pasrichashivam/hyperface_deep_multi-task-learning_keras_implementation 2016
20 DPM 0.864– A Fast and Accurate Unconstrained Face Detector N2ITN/Face2Vec 2014
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