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Models/DeCafNet-50%

DeCafNet-50%

Reported on 17 benchmarks across 4 tasks · 1 paper

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

Computer Vision12 results

Video UnderstandingonEgo4D-Goalstep
R@1,IoU=0.3· 2025-05-22
21.29
best: 23.2 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video UnderstandingonEgo4D-Goalstep
R@1,IoU=0.5· 2025-05-22
17.46
best: 19.4 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video UnderstandingonEgo4D-Goalstep
R@5,IoU=0.3· 2025-05-22
47.27
best: 51.38 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Video UnderstandingonEgo4D-Goalstep
R@5,IoU=0.5· 2025-05-22
40.4
best: 44.17 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonEgo4D-Goalstep
R@1,IoU=0.3· 2025-05-22
21.29
best: 23.2 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonEgo4D-Goalstep
R@1,IoU=0.5· 2025-05-22
17.46
best: 19.4 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonEgo4D-Goalstep
R@5,IoU=0.3· 2025-05-22
47.27
best: 51.38 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
VideoonEgo4D-Goalstep
R@5,IoU=0.5· 2025-05-22
40.4
best: 44.17 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonEgo4D-Goalstep
R@1,IoU=0.3· 2025-05-22
21.29
best: 23.2 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonEgo4D-Goalstep
R@1,IoU=0.5· 2025-05-22
17.46
best: 19.4 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonEgo4D-Goalstep
R@5,IoU=0.3· 2025-05-22
47.27
best: 51.38 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Temporal Sentence GroundingonEgo4D-Goalstep
R@5,IoU=0.5· 2025-05-22
40.4
best: 44.17 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376

Natural Language Processing5 results

Natural Language QueriesonEgo4D
R@1 IoU=0.3· 2025-05-22
20.81
best: 28.05 (EgoVideo)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Natural Language QueriesonEgo4D
R@1 IoU=0.5· 2025-05-22
15.04
best: 19.31 (EgoVideo)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Natural Language QueriesonEgo4D
R@1 Mean(0.3 and 0.5)· 2025-05-22
17.93
best: 23.68 (EgoVideo)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Natural Language QueriesonEgo4D
R@5 IoU=0.3· 2025-05-22
42.4
best: 45.63 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376
Natural Language QueriesonEgo4D
R@5 IoU=0.5· 2025-05-22
31.68
best: 33.93 (DeCafNet-100%)
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos arXiv:2505.16376