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Models/SG-DETR (w/ PT)

SG-DETR (w/ PT)

Reported on 17 benchmarks across 4 tasks · 1 paper · 17 SOTA

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

Computer Vision14 results

VideoonTACoS
R@1,IoU=0.3· uses extra data· 2024-10-02
58.1
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
VideoonTACoS
R@1,IoU=0.5· uses extra data· 2024-10-02
46.4
best: 46.79 (DeCafNet)
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
VideoonTACoS
R@1,IoU=0.7· uses extra data· 2024-10-02
33.9
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
VideoonTACoS
mIoU· uses extra data· 2024-10-02
42.4
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Moment RetrievalonCharades-STA
R@1 IoU=0.5· uses extra data· 2024-10-02
71.1
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Moment RetrievalonCharades-STA
R@1 IoU=0.7· uses extra data· 2024-10-02
52.8
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Moment RetrievalonQVHighlights
R@1 IoU=0.5· uses extra data· 2024-10-02
74.2
best: 76.59 (LLaVA-MR)
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Moment RetrievalonQVHighlights
R@1 IoU=0.7· uses extra data· 2024-10-02
60.4
best: 61.48 (LLaVA-MR)
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Moment RetrievalonQVHighlights
mAP· uses extra data· 2024-10-02
58.8
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Moment RetrievalonQVHighlights
mAP@0.5· uses extra data· 2024-10-02
76.2
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Moment RetrievalonQVHighlights
mAP@0.75· uses extra data· 2024-10-02
60.8
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Highlight DetectiononYouTube Highlights
mAP· uses extra data· 2024-10-02
78
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Highlight DetectiononQVHighlights
Hit@1· uses extra data· 2024-10-02
71
best: 71.01 (FlashVTG)
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
Highlight DetectiononQVHighlights
mAP· uses extra data· 2024-10-02
44.7
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615

Methodology3 results

16konYouTube Highlights
mAP· uses extra data· 2024-10-02
78
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
16konQVHighlights
Hit@1· uses extra data· 2024-10-02
71
best: 71.01 (FlashVTG)
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615
16konQVHighlights
mAP· uses extra data· 2024-10-02
44.7
SOTA
Saliency-Guided DETR for Moment Retrieval and Highlight Detection arXiv:2410.01615