Kinship Verification

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

2 leaderboard tables shown for this task, 2 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (42 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Confidence-Calibrated Face and Kinship Verification
  25 Oct 2022 2 repositories listed
  In this paper, we investigate the problem of prediction confidence in face and kinship verification.
• Recognizing Families In the Wild: White Paper for the 4th Edition Data Challenge
  15 Feb 2020 2 repositories listed
  Recognizing Families In the Wild (RFIW): an annual large-scale, multi-track automatic kinship recognition evaluation that supports various visual kin-based problems on scales much higher than ever before.
• KFC: Kinship Verification with Fair Contrastive Loss and Multi-Task Learning
  19 Sep 2023 1 repository listed
  Kinship verification is an emerging task in computer vision with multiple potential applications.
• StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face Synthesis
  1 Jan 2023 1 repository listed
  As cycle-like losses are designed to measure the L_2 distances between the output of Gene Decoder and image encoder, and that between the output of LGE and IGE, only face images are required to train our framework, i.
• ChildPredictor: A Child Face Prediction Framework with Disentangled Learning
  21 Apr 2022 1 repository listed
  On this basis, we formulate predictions as a mapping from parents' genetic factors to children's genetic factors, and disentangle them from external and variety factors.
• The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces
  31 Oct 2021 1 repository listed
  Recognizing Families In the Wild (RFIW), held as a data challenge in conjunction with the 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG), is a large-scale, multi-track visual kinship…
• Kinship Identification through Joint Learning Using Kinship Verification Ensembles
  14 Apr 2020 1 repository listed
  The experiments further show significant performance improvement of kinship verification when trained on the same dataset with more realistic distributions.