SOTAVerified

Kinship Verification

Kinship verification aims to find out whether there is a kin relation for a given pair of facial images.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 42 papers

TitleStatusHype
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from FacesCode1
Recognizing Families In the Wild: White Paper for the 4th Edition Data ChallengeCode1
Confidence-Calibrated Face and Kinship VerificationCode1
ChildPredictor: A Child Face Prediction Framework with Disentangled LearningCode1
StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face SynthesisCode1
A Unified Approach to Kinship Verification—0
Automatic Face Understanding: Recognizing Families in Photos—0
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation—0
Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach—0
Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features—0
Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks—0
From Same Photo: Cheating on Visual Kinship Challenges—0
Fusion of Deep and Shallow Features for Face Kinship Verification—0
Graph-based Kinship Reasoning Network—0
Group Membership Prediction—0
Hierarchical Representation Learning for Kinship Verification—0
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study—0
Kinship Verification Based on Cross-Generation Feature Interaction Learning—0
Facial Kinship Verification from remote photoplethysmography—0
Kinship Verification from Videos using Spatio-Temporal Texture Features and Deep Learning—0
Meta-Mining Discriminative Samples for Kinship Verification—0
Modeling of Facial Aging and Kinship: A Survey—0
Multi-view Deep Features for Robust Facial Kinship Verification—0
Neighborhood Repulsed Metric Learning for Kinship Verification—0
Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical—0
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All datasetsKinFaceW-IKinFaceW-II

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1H-RGNMean Accuracy82.6—Unverified
2DSMMMean Accuracy82.4—Unverified
3GKRMean Accuracy79.2—Unverified
4GAMean Accuracy74.5—Unverified
5MNRMLMean Accuracy69.3—Unverified
#ModelMetricClaimedVerifiedStatus
1DSMMMean Accuracy93—Unverified
2H-RGNMean Accuracy91.8—Unverified
3KKRMean Accuracy90.6—Unverified
4GAMean Accuracy82.2—Unverified
5MNRMLMean Accuracy76.5—Unverified