SOTAVerified

Face Detection

Face Detection is a computer vision task that involves automatically identifying and locating human faces within digital images or videos. It is a fundamental technology that underpins many applications such as face recognition, face tracking, and facial analysis.

( Image credit: insightface )

Papers

Showing 150 of 536 papers

TitleStatusHype
Detect Faces Efficiently: A Survey and EvaluationsCode3
YOLO5Face: Why Reinventing a Face DetectorCode2
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based MethodCode2
Toward Fast, Flexible, and Robust Low-Light Image EnhancementCode2
FreeDoM: Training-Free Energy-Guided Conditional Diffusion ModelCode2
Masked Face Recognition Dataset and ApplicationCode2
Low-Light Image Enhancement with Wavelet-based Diffusion ModelsCode2
YOLO-FaceV2: A Scale and Occlusion Aware Face DetectorCode2
RetinaFace: Single-Shot Multi-Level Face Localisation in the WildCode2
Face Swap via Diffusion ModelCode2
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face DetectionCode1
Rank-based verification for long-term face tracking in crowded scenesCode1
Real Time System for Facial AnalysisCode1
Representative Forgery Mining for Fake Face DetectionCode1
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery DetectionCode1
Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed VideoCode1
RNNPool: Efficient Non-linear Pooling for RAM Constrained InferenceCode1
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal FacesCode1
Low-Light Image and Video Enhancement Using Deep Learning: A SurveyCode1
LDFA: Latent Diffusion Face Anonymization for Self-driving ApplicationsCode1
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask DetectionCode1
MaskedFace-Net -- A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19Code1
MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose EstimationCode1
On the Detection of Digital Face ManipulationCode1
PyramidBox: A Context-assisted Single Shot Face DetectorCode1
R2RNet: Low-light Image Enhancement via Real-low to Real-normal NetworkCode1
Long-Term Face Tracking for Crowded Video-Surveillance ScenariosCode1
Recurrent Exposure Generation for Low-Light Face DetectionCode1
Face Hallucination via Split-Attention in Split-Attention NetworkCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationCode1
RetinaFace: Single-stage Dense Face Localisation in the WildCode1
Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face DetectionCode1
img2pose: Face Alignment and Detection via 6DoF, Face Pose EstimationCode1
Filter-Pruning of Lightweight Face Detectors Using a Geometric Median CriterionCode1
Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face DetectionCode1
HLA-Face: Joint High-Low Adaptation for Low Light Face DetectionCode1
How Robust is Google's Bard to Adversarial Image Attacks?Code1
Global Texture Enhancement for Fake Face Detection in the WildCode1
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional NetworksCode1
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve EstimationCode1
LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face VerificationCode1
Detecting Adversarial Faces Using Only Real Face Self-PerturbationsCode1
ACFD: Asymmetric Cartoon Face DetectorCode1
LPYOLO: Low Precision YOLO for Face Detection on FPGACode1
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor AnalyticsCode1
Fake face detection via adaptive manipulation traces extraction networkCode1
MogFace: Towards a Deeper Appreciation on Face DetectionCode1
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light VisionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Poly-NL(ResNet-50)AP0.93Unverified
2ASFD-D6AP0.93Unverified
3RetinaFace+Lpts+LpixelAP0.92Unverified
4AInnoFaceAP0.91Unverified
5DupNet-L+PACTAP0.91Unverified
6DSFDAP0.9Unverified
7+ DH + HIMAP0.9Unverified
8SRNAP0.9Unverified
9FDNetAP0.9Unverified
10PyramidBoxAP0.89Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.96Unverified
3Poly-NL(ResNet-50)AP0.96Unverified
4AInnoFaceAP0.96Unverified
5DSFDAP0.95Unverified
6YOLOv5x6AP0.95Unverified
7SCRFD-34GFAP0.95Unverified
8+ DH + HIMAP0.95Unverified
9YOLOv5l6AP0.95Unverified
10SRNAP0.95Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.97Unverified
3YOLOv5x6AP0.97Unverified
4AInnoFaceAP0.97Unverified
5YOLOv5m6AP0.96Unverified
6Poly-NL(ResNet-50)AP0.96Unverified
7PyramidBoxAP0.96Unverified
8SCRFD-34GFAP0.96Unverified
9DSFD (RFB)AP0.96Unverified
10SRNAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAccuracy91.82Unverified
2DSFDAP0.99Unverified
3Face R-FCNAP0.99Unverified
4SRNAP0.99Unverified
5PyramidBoxAP0.99Unverified
6S3FDAP0.98Unverified
7LFFDAP0.97Unverified
8FaceBoxesAP0.96Unverified
9HyperFaceAP0.9Unverified
10DPMAP0.86Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP1Unverified
2HyperFace-ResNetAP0.99Unverified
3LRN + RSAAP0.99Unverified
4FaceBoxesAP0.99Unverified
5STNAP0.98Unverified
6DPMAP0.97Unverified
7Conv3DAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP0.99Unverified
2S3FDAP0.98Unverified
3FaceBoxesAP0.96Unverified
4HyperFace-ResNetAP0.96Unverified
5STNAP0.94Unverified
6DPMAP0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAverage Precision93.86Unverified
2MobileNetV1-0.25Average Top-1 Accuracy68.98Unverified
3IFQ-Tinier-YOLOGFLOPs0.11Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)AP56.4Unverified
2HPRNet (DLA)AP55.8Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX Tiny)Average Precision77.4Unverified
2DASS-Detector (YOLOX XL)Average Precision77.4Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX XL)Average Precision90.01Unverified
2DASS-Detector (YOLOX Tiny)Average Precision87.75Unverified
#ModelMetricClaimedVerifiedStatus
1CASSODmIoU42.86Unverified