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Models/CG-DETR

CG-DETR

Reported on 19 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Computer Vision15 results

VideoonTACoS
R@1,IoU=0.3· 2023-11-15
52.23
best: 58.1 (SG-DETR (w/ PT))
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
VideoonTACoS
R@1,IoU=0.5· 2023-11-15
39.61
best: 46.79 (DeCafNet)
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
VideoonTACoS
R@1,IoU=0.7· 2023-11-15
22.23
best: 33.9 (SG-DETR (w/ PT))
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
VideoonTACoS
mIoU· 2023-11-15
36.48
best: 42.4 (SG-DETR (w/ PT))
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Highlight DetectiononTvSum
mAP· 2023-11-15
86.8
best: 88 (FlashVTG)
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Highlight DetectiononYouTube Highlights
mAP· 2023-11-15
75.9
best: 78 (SG-DETR (w/ PT))
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Moment RetrievalonCharades-STA
R@1 IoU=0.5· 2023-11-15
58.44
best: 71.1 (SG-DETR (w/ PT))
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Moment RetrievalonCharades-STA
R@1 IoU=0.7· 2023-11-15
36.34
best: 52.8 (SG-DETR (w/ PT))
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Moment RetrievalonQVHighlights
R@1 IoU=0.5· 2023-11-15
65.43
best: 76.59 (LLaVA-MR)
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Moment RetrievalonQVHighlights
R@1 IoU=0.7· 2023-11-15
48.38
best: 61.48 (LLaVA-MR)
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Moment RetrievalonQVHighlights
mAP· 2023-11-15
42.86
best: 58.8 (SG-DETR (w/ PT))
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Moment RetrievalonQVHighlights
mAP@0.5· 2023-11-15
64.51
best: 76.2 (SG-DETR (w/ PT))
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Moment RetrievalonQVHighlights
mAP@0.75· 2023-11-15
42.77
best: 60.8 (SG-DETR (w/ PT))
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Highlight DetectiononQVHighlights
Hit@1· 2023-11-15
66.21
best: 71.01 (FlashVTG)
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
Highlight DetectiononQVHighlights
mAP· 2023-11-15
40.33
best: 44.7 (SG-DETR (w/ PT))
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835

Methodology4 results

16konTvSum
mAP· 2023-11-15
86.8
best: 88 (FlashVTG)
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
16konYouTube Highlights
mAP· 2023-11-15
75.9
best: 78 (SG-DETR (w/ PT))
SOTA
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
16konQVHighlights
Hit@1· 2023-11-15
66.21
best: 71.01 (FlashVTG)
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835
16konQVHighlights
mAP· 2023-11-15
40.33
best: 44.7 (SG-DETR (w/ PT))
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding arXiv:2311.08835