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AIC (AI Challenger)

Introduced by Jiahong Wu et al. in AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding17 Nov 2017 archive 2025-07-28

A large-scale dataset named AIC (AI Challenger) with three sub-datasets, human keypoint detection (HKD), large-scale attribute dataset (LAD) and image Chinese captioning (ICC).

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Pose Estimation AIC Hulk(Finetune, ViT-L) AP 37.1 Hulk: A Universal Knowledge Translator for Human-Centric Tasks opengvlab/humanbench +1 10 Compare

Papers archive 2025-07-28

5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 14. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Hulk: A Universal Knowledge Translator for Human-Centric Tasks 2 2 4 Dec 2023 ran 12 of 24 samples (12 unverified)
UniHCP: A Unified Model for Human-Centric Perceptions 1 1 6 Mar 2023 ran 7 of 13 samples (6 unverified)
HRFormer: High-Resolution Transformer for Dense Prediction 1 2 18 Oct 2021 ran 7 of 11 samples (4 unverified)
Deep High-Resolution Representation Learning for Human Pose Estimation 39 2 25 Feb 2019 ran 8 of 25 samples (17 unverified)
Simple Baselines for Human Pose Estimation and Tracking 27 3 17 Apr 2018 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • AIC

1 variant name, as the archive lists them.

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