IJB-C

IARPA Janus Benchmark-C

Dataset Information
Modalities
Images, Videos
Introduced
2018
License
Custom (research-only, attribution)
Homepage
Official Website
Contents

Overview

The IJB-C dataset is a video-based face recognition dataset. It is an extension of the IJB-A dataset with about 138,000 face images, 11,000 face videos, and 10,000 non-face images.

Source: Pushing the Limits of Unconstrained Face Detection:a Challenge Dataset and Baseline Results
Image Source: https://noblis.org/wp-content/uploads/2018/03/icb2018.pdf

Variants: IJB-C

Associated Benchmarks

This dataset is used in 2 benchmarks:

  • Face Verification - Metrics: TAR @ FAR=1e-6, TAR @ FAR=1e-5, TAR @ FAR=1e-4, TAR @ FAR=1e-3, TAR @ FAR=1e-2, training dataset, model, Rank-1, Rank-5
  • Quantization - Metrics: TAR @ FAR=1e-4

Recent Benchmark Submissions

Task Model Paper Date
Face Verification CAFace+AdaFace (WebFace4M) Cluster and Aggregate: Face Recognition … 2022-10-19
Face Verification ArcFace+CSFM Controllable and Guided Face Synthesis … 2022-07-20
Quantization Unknown QuantFace: Towards Lightweight Face Recognition … 2022-06-21
Face Verification AdaFace (MS1MV3) AdaFace: Quality Adaptive Margin for … 2022-04-03
Face Verification AdaFace (WebFace4M) AdaFace: Quality Adaptive Margin for … 2022-04-03
Face Verification AdaFace (MS1MV2) AdaFace: Quality Adaptive Margin for … 2022-04-03
Face Verification PartialFC Killing Two Birds with One … 2022-03-28
Face Verification Partial FC Killing Two Birds with One … 2022-03-28
Face Verification Cos+UNPG Unified Negative Pair Generation toward … 2022-03-22
Face Verification Arc+UNPG Unified Negative Pair Generation toward … 2022-03-22
Face Verification Mag+UNPG Unified Negative Pair Generation toward … 2022-03-22
Face Verification HeadSharing: TH-KD It's All in the Head: … 2022-01-18
Face Verification HeadSharing: SH-KD It's All in the Head: … 2022-01-18
Face Verification QMagFace QMagFace: Simple and Accurate Quality-Aware … 2021-11-26
Face Verification ElasticFace-Cos ElasticFace: Elastic Margin Loss for … 2021-09-20
Face Verification FFC An Efficient Training Approach for … 2021-05-21
Face Verification MagFace++ MagFace: A Universal Representation for … 2021-03-11
Face Verification WebFace42M baseline WebFace260M: A Benchmark Unveiling the … 2021-03-06
Face Verification CurricularFace CurricularFace: Adaptive Curriculum Learning Loss … 2020-04-01
Face Verification circle loss Circle Loss: A Unified Perspective … 2020-02-25

Research Papers

Recent papers with results on this dataset:

External Links: