ML Research Wiki / Benchmarks / Face Detection / FDDB

FDDB

Face Detection Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: AP

Top Performing Models

Rank Model Paper AP Date Code
1 Condensation-Net Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps 91.82 2021-04-29 -
2 DSFD DSFD: Dual Shot Face Detector 0.99 2018-10-24 📦 Tencent/FaceDetection-DSFD 📦 hukkelas/DSFD-Pytorch-Inference 📦 lijiannuist/lightDSFD 📦 code-implementation1/Code3
3 Face R-FCN Detecting Faces Using Region-based Fully Convolutional Networks 0.99 2017-09-14 📦 vikramkarthikeyan/Face-R-FCN
4 SRN Selective Refinement Network for High Performance Face Detection 0.99 2018-09-07 📦 ChiCheng123/SRN 📦 faridSam/srn 📦 glarbi/Face-detection
5 PyramidBox PyramidBox: A Context-assisted Single Shot Face Detector 0.99 2018-03-21 📦 PaddlePaddle/models 📦 EricZgw/PyramidBox 📦 goingqs/pyramidbox 📦 Swybino/PotatoNet 📦 2023-MindSpore-1/ms-code-216
6 S3FD S$^3$FD: Single Shot Scale-invariant Face Detector 0.98 2017-08-17 📦 sfzhang15/SFD 📦 yxlijun/s3fd.pytorch 📦 LeeRel1991/SFD
7 LFFD LFFD: A Light and Fast Face Detector for Edge Devices 0.97 2019-04-24 📦 osmr/imgclsmob 📦 YonghaoHe/A-Light-and-Fast-Face-Detector-for-Edge-Devices 📦 YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices
8 FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy 0.96 2017-08-17 📦 zisianw/FaceBoxes.PyTorch 📦 sfzhang15/FaceBoxes 📦 TropComplique/FaceBoxes-tensorflow
9 HyperFace HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition 0.90 2016-03-03 📦 takiyu/hyperface 📦 pasrichashivam/hyperface_deep_multi-task-learning_keras_implementation
10 DPM A Fast and Accurate Unconstrained Face Detector 0.86 2014-08-06 📦 N2ITN/Face2Vec

All Papers (11)

Tencent/FaceDetection-DSFD hukkelas/DSFD-Pytorch-Inference
vikramkarthikeyan/Face-R-FCN
ChiCheng123/SRN faridSam/srn glarbi/Face-detection
PaddlePaddle/models EricZgw/PyramidBox
sfzhang15/SFD yxlijun/s3fd.pytorch LeeRel1991/SFD
osmr/imgclsmob YonghaoHe/A-Light-and-Fast-Face-Detector-for-Edge-Devices
zisianw/FaceBoxes.PyTorch sfzhang15/FaceBoxes
takiyu/hyperface pasrichashivam/hyperface_deep_multi-task-learning_keras_implementation
N2ITN/Face2Vec