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Models/FROZEN

FROZEN

Reported on 45 benchmarks across 3 tasks · 1 paper · 20 SOTA

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

Computer Vision45 results

VideoonDiDeMo
text-to-video R@1· uses extra data· 2021-04-01
31
best: 74.2 (InternVideo2-6B)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonDiDeMo
text-to-video R@10· uses extra data· 2021-04-01
72.4
best: 94.2 (vid-TLDR (UMT-L))
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonDiDeMo
text-to-video R@5· uses extra data· 2021-04-01
59.8
best: 91.2 (vid-TLDR (UMT-L))
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSR-VTT
text-to-video R@1· 2021-04-01
32.5
best: 64 (GRAM)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSR-VTT
text-to-video R@10· 2021-04-01
71.2
best: 89.6 (VAST)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSR-VTT
text-to-video R@5· 2021-04-01
61.5
best: 84.3 (VAST)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSVD
text-to-video R@10· uses extra data· 2021-04-01
76.3
best: 90.3 (HunYuan_tvr (huge))
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSVD
text-to-video R@5· uses extra data· 2021-04-01
64.7
best: 87.6 (CAMoE)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonDiDeMo
text-to-video R@1· uses extra data· 2021-04-01
31
best: 74.2 (InternVideo2-6B)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonDiDeMo
text-to-video R@10· uses extra data· 2021-04-01
72.4
best: 94.2 (vid-TLDR (UMT-L))
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonDiDeMo
text-to-video R@5· uses extra data· 2021-04-01
59.8
best: 91.2 (vid-TLDR (UMT-L))
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSR-VTT
text-to-video R@1· 2021-04-01
32.5
best: 64 (GRAM)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSR-VTT
text-to-video R@10· 2021-04-01
71.2
best: 89.6 (VAST)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSR-VTT
text-to-video R@5· 2021-04-01
61.5
best: 84.3 (VAST)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSVD
text-to-video R@10· uses extra data· 2021-04-01
76.3
best: 90.3 (HunYuan_tvr (huge))
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSVD
text-to-video R@5· uses extra data· 2021-04-01
64.7
best: 87.6 (CAMoE)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Zero-Shot Video RetrievalonMSR-VTT
text-to-video R@1· 2021-04-01
24.7
best: 55.9 (InternVideo2-6B)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Zero-Shot Video RetrievalonMSR-VTT
text-to-video R@10· 2021-04-01
57.2
best: 85.1 (InternVideo2-6B)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Zero-Shot Video RetrievalonMSR-VTT
text-to-video R@5· 2021-04-01
46.9
best: 78.3 (InternVideo2-6B)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Zero-Shot Video RetrievalonDiDeMo
text-to-video R@1· uses extra data· 2021-04-01
21.1
best: 57.9 (InternVideo2-6B)
SOTA
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSR-VTT-1kA
text-to-video Median Rank· uses extra data· 2021-04-01
3
best: 13 (JSFusion)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSR-VTT-1kA
text-to-video R@1· uses extra data· 2021-04-01
31
best: 62.9 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSR-VTT-1kA
text-to-video R@10· uses extra data· 2021-04-01
70.5
best: 90.8 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSR-VTT-1kA
text-to-video R@5· uses extra data· 2021-04-01
59.5
best: 84.5 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonDiDeMo
text-to-video Median Rank· uses extra data· 2021-04-01
3
best: 8.3 (Collaborative Experts)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonLSMDC
text-to-video Median Rank· uses extra data· 2021-04-01
20
best: 56.5 (CLIP)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonLSMDC
text-to-video R@1· uses extra data· 2021-04-01
15
best: 46.4 (InternVideo2-6B)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonLSMDC
text-to-video R@10· uses extra data· 2021-04-01
39.8
best: 92.8 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonLSMDC
text-to-video R@5· uses extra data· 2021-04-01
30.8
best: 80.1 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSVD
text-to-video Median Rank· uses extra data· 2021-04-01
3
best: 6 (SSML)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
VideoonMSVD
text-to-video R@1· uses extra data· 2021-04-01
33.7
best: 61.4 (InternVideo2-6B)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSR-VTT-1kA
text-to-video Median Rank· uses extra data· 2021-04-01
3
best: 13 (JSFusion)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSR-VTT-1kA
text-to-video R@1· uses extra data· 2021-04-01
31
best: 62.9 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSR-VTT-1kA
text-to-video R@10· uses extra data· 2021-04-01
70.5
best: 90.8 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSR-VTT-1kA
text-to-video R@5· uses extra data· 2021-04-01
59.5
best: 84.5 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonDiDeMo
text-to-video Median Rank· uses extra data· 2021-04-01
3
best: 8.3 (Collaborative Experts)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonLSMDC
text-to-video Median Rank· uses extra data· 2021-04-01
20
best: 56.5 (CLIP)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonLSMDC
text-to-video R@1· uses extra data· 2021-04-01
15
best: 46.4 (InternVideo2-6B)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonLSMDC
text-to-video R@10· uses extra data· 2021-04-01
39.8
best: 92.8 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonLSMDC
text-to-video R@5· uses extra data· 2021-04-01
30.8
best: 80.1 (HunYuan_tvr (huge))
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSVD
text-to-video Median Rank· uses extra data· 2021-04-01
3
best: 6 (SSML)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Video RetrievalonMSVD
text-to-video R@1· uses extra data· 2021-04-01
33.7
best: 61.4 (InternVideo2-6B)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Zero-Shot Video RetrievalonMSR-VTT
text-to-video Median Rank· 2021-04-01
7
best: 66 (MMT)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Zero-Shot Video RetrievalonDiDeMo
text-to-video R@10· uses extra data· 2021-04-01
56.2
best: 85.1 (InternVideo2-1B)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650
Zero-Shot Video RetrievalonDiDeMo
text-to-video R@5· uses extra data· 2021-04-01
46
best: 80 (InternVideo2-6B)
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval arXiv:2104.00650