This repository contains datasets and code for the paper "HINT3: Raising the bar for Intent Detection in the Wild" accepted at EMNLP-2020's Insights workshop. We release 3 datasets: SOFMattress, Curekart, Powerplay11 which were used for benchmarking Dialogflow, RASA, LUIS, Haptik and BERT based classifier in the paper