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
FreeDoM: Training-Free Energy-Guided Conditional Diffusion ModelCode2
Masked Face Recognition Dataset and ApplicationCode2
RetinaFace: Single-Shot Multi-Level Face Localisation in the WildCode2
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based MethodCode2
YOLO-FaceV2: A Scale and Occlusion Aware Face DetectorCode2
Face Swap via Diffusion ModelCode2
YOLO5Face: Why Reinventing a Face DetectorCode2
Low-Light Image Enhancement with Wavelet-based Diffusion ModelsCode2
Toward Fast, Flexible, and Robust Low-Light Image EnhancementCode2
Real Time System for Facial AnalysisCode1
PyramidBox: A Context-assisted Single Shot Face DetectorCode1
Rank-based verification for long-term face tracking in crowded scenesCode1
Representative Forgery Mining for Fake Face DetectionCode1
MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose EstimationCode1
R2RNet: Low-light Image Enhancement via Real-low to Real-normal NetworkCode1
RNNPool: Efficient Non-linear Pooling for RAM Constrained InferenceCode1
Long-Term Face Tracking for Crowded Video-Surveillance ScenariosCode1
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional NetworksCode1
HLA-Face: Joint High-Low Adaptation for Low Light Face DetectionCode1
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve EstimationCode1
Low-Light Image and Video Enhancement Using Deep Learning: A SurveyCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
MogFace: Towards a Deeper Appreciation on Face DetectionCode1
On the Detection of Digital Face ManipulationCode1
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery DetectionCode1
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationCode1
Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed VideoCode1
Recurrent Exposure Generation for Low-Light Face DetectionCode1
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face DetectionCode1
LDFA: Latent Diffusion Face Anonymization for Self-driving ApplicationsCode1
Graph-based Generative Face Anonymisation with Pose PreservationCode1
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light VisionCode1
RetinaFace: Single-stage Dense Face Localisation in the WildCode1
Filter-Pruning of Lightweight Face Detectors Using a Geometric Median CriterionCode1
Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face DetectionCode1
Face Hallucination via Split-Attention in Split-Attention NetworkCode1
Global Texture Enhancement for Fake Face Detection in the WildCode1
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
How Robust is Google's Bard to Adversarial Image Attacks?Code1
img2pose: Face Alignment and Detection via 6DoF, Face Pose EstimationCode1
In Search of a Robust Facial Expressions Recognition Model: A Large-Scale Visual Cross-Corpus StudyCode1
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal FacesCode1
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask DetectionCode1
LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face VerificationCode1
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor AnalyticsCode1
MaskedFace-Net -- A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19Code1
ACFD: Asymmetric Cartoon Face DetectorCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel’s Weekly Video PodcastsCode1
Detecting Adversarial Faces Using Only Real Face Self-PerturbationsCode1
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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