Moment Queries

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

13 shown of 13 papers with code (16 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges
  17 Nov 2022 2 repositories listed
  In this report, we present our champion solutions to five tracks at Ego4D challenge.
• Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge
  16 Nov 2022 2 repositories listed
  This report describes our submission to the Ego4D Moment Queries Challenge 2022.
• Egocentric Video-Language Pretraining
  3 Jun 2022 2 repositories listed Syntology ran 3 of 3 samples · 0 unverified · 2 pointer-only (licence)
  Video-Language Pretraining (VLP), which aims to learn transferable representation to advance a wide range of video-text downstream tasks, has recently received increasing attention.
• OSGNet @ Ego4D Episodic Memory Challenge 2025
  4 Jun 2025 1 repository listed
  In this report, we present our champion solutions for the three egocentric video localization tracks of the Ego4D Episodic Memory Challenge at CVPR 2025.
• Harnessing Temporal Causality for Advanced Temporal Action Detection
  25 Jul 2024 1 repository listed
  As a fundamental task in long-form video understanding, temporal action detection (TAD) aims to capture inherent temporal relations in untrimmed videos and identify candidate actions with precise boundaries.
• EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation
  26 Jun 2024 1 repository listed Syntology ran 11 of 15 samples · 4 unverified · 15 pointer-only (licence)
  In this report, we present our solutions to the EgoVis Challenges in CVPR 2024, including five tracks in the Ego4D challenge and three tracks in the EPIC-Kitchens challenge.
• Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding
  31 May 2024 1 repository listed
  To tackle this limitation, we present a Region-Guided TRansformer (RGTR) for temporal sentence grounding, which diversifies moment queries to eliminate overlapped and redundant predictions.
• UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection
  7 Apr 2024 1 repository listed
  Temporal Action Detection (TAD) focuses on detecting pre-defined actions, while Moment Retrieval (MR) aims to identify the events described by open-ended natural language within untrimmed videos.
• Knowing Where to Focus: Event-aware Transformer for Video Grounding
  14 Aug 2023 1 repository listed Syntology ran 4 of 6 samples · 2 unverified
  Recent DETR-based video grounding models have made the model directly predict moment timestamps without any hand-crafted components, such as a pre-defined proposal or non-maximum suppression, by learning moment queries.
• EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone
  11 Jul 2023 1 repository listed
  Video-language pre-training (VLP) has become increasingly important due to its ability to generalize to various vision and language tasks.
• NMS Threshold matters for Ego4D Moment Queries -- 2nd place solution to the Ego4D Moment Queries Challenge 2023
  5 Jul 2023 1 repository listed
  This report describes our submission to the Ego4D Moment Queries Challenge 2023.
• Action Sensitivity Learning for the Ego4D Episodic Memory Challenge 2023
  15 Jun 2023 1 repository listed
  This report presents ReLER submission to two tracks in the Ego4D Episodic Memory Benchmark in CVPR 2023, including Natural Language Queries and Moment Queries.
• ReLER@ZJU Submission to the Ego4D Moment Queries Challenge 2022
  17 Nov 2022 1 repository listed
  Moreover, in order to better capture the long-term temporal dependencies in the long videos, we propose a segment-level recurrence mechanism.

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.