Datasets › Animal Kingdom
Animal Kingdom
Animal Kingdom is a large and diverse dataset that provides multiple annotated tasks to enable a more thorough understanding of natural animal behaviors. The wild animal footage used in the dataset records different times of the day in an extensive range of environments containing variations in backgrounds, viewpoints, illumination and weather conditions. More specifically, the dataset contains 50 hours of annotated videos to localize relevant animal behavior segments in long videos for the video grounding task, 30K video sequences for the fine-grained multi-label action recognition task, and 33K frames for the pose estimation task, which correspond to a diverse range of animals with 850 species across 6 major animal classes.
Benchmarks archive 2025-07-28
All 2 leaderboards 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Action Recognition | Animal Kingdom | ARTEMIS: animal recognition through enhanced multimodal integration system mAP 79.82 | — | — | 4 | Compare |
| 2D Pose Estimation | Animal Kingdom | UniPose Mean PCK@0.2 96.1 | X-Pose: Detecting Any Keypoints | idea-research/x-pose +1 | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 26. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| X-Pose: Detecting Any Keypoints | 2 | 1 | 12 Oct 2023 | ran 11 of 13 samples (2 unverified; 13 pointer-only for licence) |
| Actor-agnostic Multi-label Action Recognition with Multi-modal Query | 1 | 1 | 20 Jul 2023 | not harvested |
| Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding | 1 | 1 | 18 Apr 2022 | 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
Languages archive 2025-07-28
Variants archive 2025-07-28
- Animal Kingdom
1 variant name, as the archive lists them.
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