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
Audio-based Kinship Verification Using Age Domain Conversion—0
A Powerful Face Preprocessing For Robust Kinship Verification based Tensor Analyses—0
A new method color MS-BSIF Features learning for the robust kinship verification—0
Fusion of Deep and Shallow Features for Face Kinship Verification—0
Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features—0
KFC: Kinship Verification with Fair Contrastive Loss and Multi-Task LearningCode0
Facial Kinship Verification from remote photoplethysmography—0
Supervised Contrastive Learning and Feature Fusion for Improved Kinship Verification—0
StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face SynthesisCode1
Confidence-Calibrated Face and Kinship VerificationCode1
ChildPredictor: A Child Face Prediction Framework with Disentangled LearningCode1
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from FacesCode1
Solving the Families In the Wild Kinship Verification Challenge by Program Synthesis—0
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation—0
Kinship Verification Based on Cross-Generation Feature Interaction Learning—0
Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical—0
Meta-Mining Discriminative Samples for Kinship Verification—0
Automatic Face Understanding: Recognizing Families in Photos—0
A Unified Approach to Kinship Verification—0
A Multi-Task Comparator Framework for Kinship Verification—0
Multi-view Deep Features for Robust Facial Kinship Verification—0
Deep Fusion Siamese Network for Automatic Kinship VerificationCode0
Recognizing Families through Images with Pretrained Encoder—0
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study—0
Graph-based Kinship Reasoning Network—0
Show:102550
← PrevPage 1 of 2Next →
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