OpenCodePapers
natural-language-queries-on-ego4d
Natural Language Queries
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Code
R@1 Mean(0.3 and 0.5)
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R@1 IoU=0.3
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R@1 IoU=0.5
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R@5 IoU=0.3
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R@5 IoU=0.5
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ModelName
ReleaseDate
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EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation
✓ Link
23.68
28.05
19.31
44.16
31.37
EgoVideo
2024-06-26
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos
✓ Link
18.86
22.21
15.52
45.63
33.93
DeCafNet-100%
2025-05-22
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos
✓ Link
17.93
20.81
15.04
42.40
31.68
DeCafNet-50%
2025-05-22
RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos
✓ Link
16.55
20.63
12.47
41.67
25.08
RGNet
2023-12-11
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos
✓ Link
15.32
18.10
12.55
38.85
28.27
DeCafNet-50% (no NaQ)
2025-05-22
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges
✓ Link
13.26
16.45
10.06
22.95
16.10
InternVideo
2022-11-17
UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection
✓ Link
12.11
14.16
10.06
26.95
19.16
UniMD+Sync.
2024-04-07
ReLER@ZJU-Alibaba Submission to the Ego4D Natural Language Queries Challenge 2022
✓ Link
10.52
12.89
8.14
15.41
9.94
ReLER@ZJU-Alibaba
2022-07-01
Egocentric Video-Language Pretraining
✓ Link
8.35
10.46
6.24
16.76
11.29
EgoVLP
2022-06-03
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone
✓ Link
12.95
7.91
23.80
16.11
EgoVLPv2
2023-07-11