# The DongNiao International Birds 10000 Dataset

Source: [The DongNiao International Birds 10000 Dataset](<https://www.sota2.com/research/paper/68fa68a61e209131cea1d6d3>)

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

Data updated: 2025-10-25T22:42:59.203Z

Authors: Jian Mei, Hao Dong

Published: 2020-09-21T04:19:27.000Z

## Abstract

DongNiao International Birds 10000 (DIB-10K) is a challenging image dataset which has more than 10 thousand different types of birds. It was created to enable the study of machine learning and also ornithology research. DIB-10K does not own the copyright of these images. It only provides thumbnails of images, in a way similar to ImageNet.

## 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/2010.06454>)

[PDF](<https://arxiv.org/pdf/2010.06454.pdf>)