OpenCodePapers

natural-language-queries-on-ego4d

Visual GroundingVideo GroundingNatural Language Queries
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PaperCodeR@1 Mean(0.3 and 0.5)R@1 IoU=0.3R@1 IoU=0.5R@5 IoU=0.3R@5 IoU=0.5ModelNameReleaseDate
EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation✓ Link23.6828.0519.3144.1631.37EgoVideo2024-06-26
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos✓ Link18.8622.2115.5245.6333.93DeCafNet-100%2025-05-22
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos✓ Link17.9320.8115.0442.4031.68DeCafNet-50%2025-05-22
RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos✓ Link16.5520.6312.4741.6725.08RGNet2023-12-11
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos✓ Link15.3218.1012.5538.8528.27DeCafNet-50% (no NaQ)2025-05-22
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges✓ Link13.2616.4510.0622.9516.10InternVideo2022-11-17
UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection✓ Link12.1114.1610.0626.9519.16UniMD+Sync.2024-04-07
ReLER@ZJU-Alibaba Submission to the Ego4D Natural Language Queries Challenge 2022✓ Link10.5212.898.1415.419.94ReLER@ZJU-Alibaba2022-07-01
Egocentric Video-Language Pretraining✓ Link8.3510.466.2416.7611.29EgoVLP2022-06-03
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone✓ Link12.957.9123.8016.11EgoVLPv22023-07-11
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