Summary of the Cooking Activity Recognition Challenge

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Abstract

Cooking Activity Recognition Challenge [1] is organized as a part of ABC2020 [2]. In this work, we analyze and summarize the approaches of submissions of the Challenge. A dataset consisting of macro and micro activities, collected in a Cooking scenario were opened to the public with a goal of recognizing both of these activities. The participant teams used the dataset and submitted their predictions of test data which was released on March 1st, 2020. The submission of the teams was evaluated rigorously and the winning team achieved about 92.08% averaged accuracy for macro- and micro activities.