Datasets › Kinetics-600
Kinetics-600
The Kinetics-600 is a large-scale action recognition dataset which consists of around 480K videos from 600 action categories. The 480K videos are divided into 390K, 30K, 60K for training, validation and test sets, respectively. Each video in the dataset is a 10-second clip of action moment annotated from raw YouTube video. It is an extensions of the Kinetics-400 dataset.
Source: Learning to Localize Actions from Moments Image Source: https://towardsdatascience.com/downloading-the-kinetics-dataset-for-human-action-recognition-in-deep-learning-500c3d50f776
Benchmarks archive 2025-07-28
All 3 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 Classification | Kinetics-600 | InternVideo2-6B Top-1 Accuracy 91.9 | InternVideo2: Scaling Foundation Models for Multimodal... | opengvlab/internvideo +1 | 65 | Compare |
| Self-Supervised Action Recognition | Kinetics-600 | CVRL (R3D-152 2x) Top-1 Accuracy 72.9 | Spatiotemporal Contrastive Video Representation Learning | tensorflow/models +3 | 5 | Compare |
| Action Recognition In Videos | Kinetics-600 | Florence Top-1 Accuracy 87.8 | Florence: A New Foundation Model for Computer Vision | microsoft/unicl +1 | 1 | Compare |
Papers archive 2025-07-28
30 shown of 35 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 148. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 35 is in the JSON twin.
Dataset loaders archive 2025-07-28
2 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Kinetics-600 12 frames, 64x64
- Kinetics-600 48 frames, 64x64
- Kinetics-600 12 frames, 128x128
- Kinetics-600
4 variant names, as the archive lists them.
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