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Models/VAST, HowToCaption-finetuned

VAST, HowToCaption-finetuned

Reported on 16 benchmarks across 1 task · 1 paper · 7 SOTA

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

Computer Vision16 results

Zero-Shot Video RetrievalonMSR-VTT
text-to-video R@1· 2023-10-07
50
best: 55.9 (InternVideo2-6B)
SOTA
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonMSR-VTT
text-to-video R@10· 2023-10-07
81.4
best: 85.1 (InternVideo2-6B)
SOTA
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonMSR-VTT
text-to-video R@5· 2023-10-07
73.2
best: 78.3 (InternVideo2-6B)
SOTA
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonMSVD
text-to-video R@1· 2023-10-07
54.8
best: 59.3 (InternVideo2-6B)
SOTA
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonLSMDC
text-to-video R@1· 2023-10-07
27.7
best: 33.8 (InternVideo2-6B)
SOTA
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonLSMDC
text-to-video R@10· 2023-10-07
54.6
best: 62.2 (InternVideo2-6B)
SOTA
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonLSMDC
text-to-video R@5· 2023-10-07
46.5
best: 55.9 (InternVideo2-6B)
SOTA
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonMSR-VTT
text-to-video Median Rank· 2023-10-07
1
best: 66 (MMT)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonMSVD
text-to-video Median Rank· 2023-10-07
1
best: 2 (HowToCaption)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonMSVD
text-to-video R@10· 2023-10-07
87.2
best: 89.6 (InternVideo2-6B)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonMSVD
text-to-video R@5· 2023-10-07
80.9
best: 84.4 (InternVideo2-6B)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonLSMDC
text-to-video Median Rank· 2023-10-07
7
best: 50.7 (MILES)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonYouCook2
text-to-video Median Rank· 2023-10-07
8
best: 15 (HowToCaption)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonYouCook2
text-to-video R@1· 2023-10-07
19.7
best: 26.1 (OmniVec2)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonYouCook2
text-to-video R@10· 2023-10-07
53.9
best: 70.8 (OmniVec2)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900
Zero-Shot Video RetrievalonYouCook2
text-to-video R@5· 2023-10-07
43.6
best: 54.1 (OmniVec2)
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale arXiv:2310.04900