Results of the kaggle competition "IceCube - Neutrinos in Deep Ice"
The kaggle competition IceCube - Neutrinos in Deep Ice ended on April 19 2023, with over eleven thousand entries by 901 participants. During the three months competition phase this project attracted active participants from 74 countries, and overall counted 6460 registrants.
Details on winning solutions:
The top 3 placements share in common, that they all apply so-called “transformers”, which is the same architectures that powers the latest generation of large language models such as chatGPT. This is a new technique used on IceCube data, and surpasses the quality of previous machine learning based reconstructions significantly.
More information can be found on the website.