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
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
Recognizing Families In the Wild: White Paper for the 4th Edition Data ChallengeCode1
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
Solving the Families In the Wild Kinship Verification Challenge by Program Synthesis—0
Kinship Verification Based on Cross-Generation Feature Interaction Learning—0
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation—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
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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