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Models/FlashVTG

FlashVTG

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

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

Computer Vision15 results

Highlight DetectiononTvSum
mAP· 2024-12-18
88
SOTA
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Highlight DetectiononQVHighlights
Hit@1· 2024-12-18
71.01
SOTA
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
VideoonTACoS
R@1,IoU=0.3· 2024-12-18
53.71
best: 58.1 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
VideoonTACoS
R@1,IoU=0.5· 2024-12-18
41.76
best: 46.79 (DeCafNet)
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
VideoonTACoS
R@1,IoU=0.7· 2024-12-18
24.74
best: 33.9 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
VideoonTACoS
mIoU· 2024-12-18
37.61
best: 42.4 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Moment RetrievalonCharades-STA
R@1 IoU=0.5· 2024-12-18
70.32
best: 71.1 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Moment RetrievalonCharades-STA
R@1 IoU=0.7· 2024-12-18
49.87
best: 52.8 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Moment RetrievalonQVHighlights
R@1 IoU=0.5· 2024-12-18
70.69
best: 76.59 (LLaVA-MR)
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Moment RetrievalonQVHighlights
R@1 IoU=0.7· 2024-12-18
53.96
best: 61.48 (LLaVA-MR)
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Moment RetrievalonQVHighlights
mAP· 2024-12-18
52
best: 58.8 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Moment RetrievalonQVHighlights
mAP@0.5· 2024-12-18
72.33
best: 76.2 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Moment RetrievalonQVHighlights
mAP@0.75· 2024-12-18
53.85
best: 60.8 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Highlight DetectiononYouTube Highlights
mAP· 2024-12-18
75.4
best: 78 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
Highlight DetectiononQVHighlights
mAP· 2024-12-18
44.09
best: 44.7 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441

Methodology4 results

16konTvSum
mAP· 2024-12-18
88
SOTA
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
16konQVHighlights
Hit@1· 2024-12-18
71.01
SOTA
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
16konYouTube Highlights
mAP· 2024-12-18
75.4
best: 78 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441
16konQVHighlights
mAP· 2024-12-18
44.09
best: 44.7 (SG-DETR (w/ PT))
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding arXiv:2412.13441