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Models/DeCafNet

DeCafNet

Reported on 30 benchmarks across 5 tasks · 1 paper · 23 SOTA

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

Computer Vision34 results

Video UnderstandingonCharades-STA
R1@0.5· 2025-05-22
68.79
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video UnderstandingonCharades-STA
R1@0.7· 2025-05-22
47.55
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video UnderstandingonCharades-STA
R5@0.5· 2025-05-22
91.53
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video UnderstandingonCharades-STA
R5@0.7· 2025-05-22
72.96
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonCharades-STA
R1@0.5· 2025-05-22
68.79
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonCharades-STA
R1@0.7· 2025-05-22
47.55
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonCharades-STA
R5@0.5· 2025-05-22
91.53
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonCharades-STA
R5@0.7· 2025-05-22
72.96
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@5,IoU=0.3· 2025-05-22
23.68
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@1,IoU=0.5· 2025-05-22
7.06
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@5,IoU=0.5· 2025-05-22
16.13
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonTACoS
R@1,IoU=0.5· 2025-05-22
46.79
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonTACoS
R@5,IoU=0.3· 2025-05-22
71.13
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video RetrievalonMAD
R@1,IoU=0.1· 2025-05-22
13.25
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video RetrievalonMAD
R@1,IoU=0.3· 2025-05-22
10.96
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video RetrievalonMAD
R@5,IoU=0.3· 2025-05-22
23.68
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video GroundingonMAD
R@1,IoU=0.1· 2025-05-22
13.25
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video GroundingonMAD
R@1,IoU=0.3· 2025-05-22
10.96
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video GroundingonMAD
R@5,IoU=0.3· 2025-05-22
23.68
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonCharades-STA
R1@0.5· 2025-05-22
68.79
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonCharades-STA
R1@0.7· 2025-05-22
47.55
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonCharades-STA
R5@0.5· 2025-05-22
91.53
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonCharades-STA
R5@0.7· 2025-05-22
72.96
SOTA
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@1,IoU=0.1· 2025-05-22
13.25
best: 17.3 (ReVisionLLM)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@1,IoU=0.3· 2025-05-22
10.96
best: 12.7 (ReVisionLLM)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@5,IoU=0.1· 2025-05-22
27.73
best: 30.35 (DenoiseLoc)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@1,IoU=0.1· 2025-05-22
13.25
best: 17.3 (ReVisionLLM)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@1,IoU=0.3· 2025-05-22
10.96
best: 12.7 (ReVisionLLM)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@5,IoU=0.1· 2025-05-22
27.73
best: 30.35 (DenoiseLoc)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonMAD
R@5,IoU=0.3· 2025-05-22
23.68
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonTACoS
R@1,IoU=0.3· 2025-05-22
57.36
best: 58.1 (SG-DETR (w/ PT))
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonTACoS
R@5,IoU=0.1· 2025-05-22
81.05
best: 81.8 (VLG-Net)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video RetrievalonMAD
R@5,IoU=0.1· 2025-05-22
27.73
best: 30.35 (DenoiseLoc)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video GroundingonMAD
R@5,IoU=0.1· 2025-05-22
27.73
best: 30.35 (DenoiseLoc)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376