W600k-r50.onnx May 2026

The w600k in the filename refers to a WebFace600K training dataset, which was popularized by the ArcFace paper and the InsightFace repository. The ResNet50 architecture combined with the ArcFace loss is the standard backbone described in this work. The Dataset Paper: WebFace600K (or MS1MV3) The w600k likely refers to the WebFace600K dataset. If you are using the model as part of the standard InsightFace distribution (e.g., buffalo_l , antelope ), the official citation is:

Note: The w600k is a subset of WebFace260M (600k identities / 600 images each). If you use w600k-r50.onnx directly from the InsightFace model zoo, cite the InsightFace library : w600k-r50.onnx

Cite the InsightFace library as the software reference and the ArcFace paper as the algorithmic reference. Do not cite a paper specifically named "w600k-r50" – that is just a model filename. The w600k in the filename refers to a

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition Authors: Zheng Zhu, Guan Huang, Jiankang Deng, et al. Venue: CVPR 2021 If you are using the model as part

@articleinsightface, title=InsightFace: 2D and 3D Face Alignment Library, author=Guo, Jia and Deng, Jiankang, journal=arXiv preprint arXiv:2107.07461, year=2021