| 数据集 | 身份数量 | 图片数量 | 视频数量 | 时间 |
| CASIA | 10575 | 494414 | 0 | 2014 |
| VGGFace | 2622 | 2.6M | 0 | 2015 |
| UMDFaces | 8277 | 367888 | 22075 | 2016 |
| MS-Celeb-1M | 100000 | 1980681 | 0 | 2016 |
| VGGFace2 | 9131 | 3.31M | 0 | 2017 |
| IMDb-Face | 590000 | 1.7M | 0 | 2018 |
| WebFace260 | 4M | 260M | 0 | 2021 |
| WebFace42M | 2M | 42M | 0 | 2021 |
| LFW | 5749 | 13233 | 0 | 2007 |
| YTF | 1595 | 0 | 3425 | 2011 |
| IJB-A | 500 | 5712 | 2085 | 2015 |
| MegaFace | 690572 | 4.7M | 0 | 2016 |
| CFP | 500 | 7000 | 0 | 2016 |
| CALFW | 5749 | 13233 | 0 | 2017 |
| AgeDB | 440 | 12240 | 0 | 2017 |
| IJB-B | 1845 | 11754 | 7011 | 2017 |
| IJB-C | 28936 | 138000 | 11000 | 2018 |
| CPLFW | 5749 | 13233 | 0 | 2018 |
| RMFRD | 525 | 95000 | 0 | 2020 |
| SMFRD | 10000 | 500000 | 0 | 2020 |