NMS Threshold matters for Ego4D Moment Queries – 2nd place solution to the Ego4D Moment Queries Challenge 2023

07/05/2023

∙

by   Lin Sui, et al.

∙

0

∙

share

This report describes our submission to the Ego4D Moment Queries Challenge 2023. Our submission extends ActionFormer, a latest method for temporal action localization. Our extension combines an improved ground-truth assignment strategy during training and a refined version of SoftNMS at inference time. Our solution is ranked 2nd on the public leaderboard with 26.62 and 45.69 the strong baseline from 2023 challenge. Our code is available at https://github.com/happyharrycn/actionformer_release.