[P] We cleaned up Pascal and improved mAP by 13%

How important is clean data for how your AI models perform?

According to our experiments - very important. Using state-of-the-art confidence learning to clean up PASCAL, two people improved our primary model metric by 13% in a week.

To learn more about our results and what we did check out our article: [https://hasty.ai/content-hub/articles/cleaning-pascal-improving-map-by-13?utm\_source=mk832ksa](https://hasty.ai/content-hub/articles/cleaning-pascal-improving-map-by-13?utm_source=mk832ksa)

[Disclaimer: We used our own platform to clean up the data and the article, therefore, contains self-promotion. However, the article mainly focuses on the results we achieved.](https://preview.redd.it/x94t1wr4vuv81.png?width=1128&format=png&auto=webp&s=be98c79c65c90f7e8e637cd67c351e1b54c4036b)

machinelearning map pascal