# A Short Note on the Kinetics-700-2020 Human Action Dataset

Source: [A Short Note on the Kinetics-700-2020 Human Action Dataset](<https://www.sota2.com/research/paper/68fa68881e209131cea1cbd3>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2025-10-27T06:04:44.961Z

Authors: Lucas Smaira, Jo\\~ao Carreira, Eric Noland, Ellen Clancy, Amy Wu, Andrew Zisserman

Published: 2020-10-21T09:47:09.000Z

## Abstract

We describe the 2020 edition of the DeepMind Kinetics human action dataset, which replenishes and extends the Kinetics-700 dataset. In this new version, there are at least 700 video clips from different YouTube videos for each of the 700 classes. This paper details the changes introduced for this new release of the dataset and includes a comprehensive set of statistics as well as baseline results using the I3D network.

## Recorded benchmark results

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Original sources and implementation

[Original paper](<https://arxiv.org/abs/2010.10864>)

[PDF](<https://arxiv.org/pdf/2010.10864.pdf>)