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Models/QD-DETR (only Video)

QD-DETR (only Video)

Reported on 11 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

Moment RetrievalonQVHighlights
R@1 IoU=0.5· 2023-03-24
62.4
best: 76.59 (LLaVA-MR)
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
Moment RetrievalonQVHighlights
R@1 IoU=0.7· 2023-03-24
44.98
best: 61.48 (LLaVA-MR)
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
Moment RetrievalonQVHighlights
mAP· 2023-03-24
39.86
best: 58.8 (SG-DETR (w/ PT))
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
Moment RetrievalonQVHighlights
mAP@0.5· 2023-03-24
62.52
best: 76.2 (SG-DETR (w/ PT))
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
Moment RetrievalonQVHighlights
mAP@0.75· 2023-03-24
39.88
best: 60.8 (SG-DETR (w/ PT))
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
Highlight DetectiononTvSum
mAP· 2023-03-24
85
best: 88 (FlashVTG)
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
Highlight DetectiononQVHighlights
Hit@1· 2023-03-24
62.4
best: 71.01 (FlashVTG)
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
Highlight DetectiononQVHighlights
mAP· 2023-03-24
38.94
best: 44.7 (SG-DETR (w/ PT))
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874

Methodology3 results

16konTvSum
mAP· 2023-03-24
85
best: 88 (FlashVTG)
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
16konQVHighlights
Hit@1· 2023-03-24
62.4
best: 71.01 (FlashVTG)
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874
16konQVHighlights
mAP· 2023-03-24
38.94
best: 44.7 (SG-DETR (w/ PT))
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection arXiv:2303.13874