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Reported on 74 benchmarks across 2 tasks · 1 paper · 64 SOTA

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

Computer Vision74 results

VideoonMSR-VTT-1kA
text-to-video Mean Rank· uses extra data· 2019-07-31
28.2
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT-1kA
text-to-video R@1· uses extra data· 2019-07-31
20.9
best: 62.9 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT-1kA
text-to-video R@10· uses extra data· 2019-07-31
62.4
best: 90.8 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT-1kA
text-to-video R@5· uses extra data· 2019-07-31
48.8
best: 84.5 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonActivityNet
text-to-video Mean Rank· 2019-07-31
23.1
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonActivityNet
text-to-video Median Rank· 2019-07-31
6
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonActivityNet
text-to-video R@1· 2019-07-31
20.5
best: 74.1 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonActivityNet
text-to-video R@10· 2019-07-31
63.9
best: 96.1 (GRAM)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonActivityNet
text-to-video R@5· 2019-07-31
47.7
best: 90.9 (VAST)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonActivityNet
text-to-video R@50· 2019-07-31
91.4
best: 98.2 (CLIP4Clip)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonDiDeMo
text-to-video Mean Rank· 2019-07-31
43.7
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonDiDeMo
text-to-video Median Rank· 2019-07-31
8.3
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonDiDeMo
text-to-video R@1· 2019-07-31
16.1
best: 74.2 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonDiDeMo
text-to-video R@10· 2019-07-31
54.4
best: 94.2 (vid-TLDR (UMT-L))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonDiDeMo
text-to-video R@5· 2019-07-31
41.1
best: 91.2 (vid-TLDR (UMT-L))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonDiDeMo
text-to-video R@50· 2019-07-31
82.7
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
text-to-video Mean Rank· 2019-07-31
86.8
best: 213.8 (JEMC)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
text-to-video R@5· 2019-07-31
29
best: 84.3 (VAST)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
video-to-text Mean Rank· 2019-07-31
38.1
best: 134 (JEMC)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
video-to-text Median Rank· 2019-07-31
8.3
best: 16 (JEMC)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
video-to-text R@1· 2019-07-31
15.6
best: 64.8 (GRAM)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
video-to-text R@10· 2019-07-31
55.2
best: 92.8 (CAMoE)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
video-to-text R@5· 2019-07-31
40.9
best: 86.2 (CAMoE)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonLSMDC
text-to-video R@1· 2019-07-31
11.2
best: 46.4 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonLSMDC
text-to-video R@10· 2019-07-31
34.8
best: 92.8 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonLSMDC
text-to-video R@5· 2019-07-31
26.9
best: 80.1 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSVD
text-to-video Mean Rank· 2019-07-31
23.1
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSVD
text-to-video Median Rank· 2019-07-31
6
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSVD
text-to-video R@1· 2019-07-31
19.8
best: 61.4 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSVD
text-to-video R@10· 2019-07-31
63.8
best: 90.3 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSVD
text-to-video R@5· 2019-07-31
49
best: 87.6 (CAMoE)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSVD
text-to-video R@50· 2019-07-31
89
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT-1kA
text-to-video Mean Rank· uses extra data· 2019-07-31
28.2
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT-1kA
text-to-video R@1· uses extra data· 2019-07-31
20.9
best: 62.9 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT-1kA
text-to-video R@10· uses extra data· 2019-07-31
62.4
best: 90.8 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT-1kA
text-to-video R@5· uses extra data· 2019-07-31
48.8
best: 84.5 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonActivityNet
text-to-video Mean Rank· 2019-07-31
23.1
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonActivityNet
text-to-video Median Rank· 2019-07-31
6
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonActivityNet
text-to-video R@1· 2019-07-31
20.5
best: 74.1 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonActivityNet
text-to-video R@10· 2019-07-31
63.9
best: 96.1 (GRAM)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonActivityNet
text-to-video R@5· 2019-07-31
47.7
best: 90.9 (VAST)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonActivityNet
text-to-video R@50· 2019-07-31
91.4
best: 98.2 (CLIP4Clip)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonDiDeMo
text-to-video Mean Rank· 2019-07-31
43.7
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonDiDeMo
text-to-video Median Rank· 2019-07-31
8.3
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonDiDeMo
text-to-video R@1· 2019-07-31
16.1
best: 74.2 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonDiDeMo
text-to-video R@10· 2019-07-31
54.4
best: 94.2 (vid-TLDR (UMT-L))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonDiDeMo
text-to-video R@5· 2019-07-31
41.1
best: 91.2 (vid-TLDR (UMT-L))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonDiDeMo
text-to-video R@50· 2019-07-31
82.7
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
text-to-video Mean Rank· 2019-07-31
86.8
best: 213.8 (JEMC)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
text-to-video R@5· 2019-07-31
29
best: 84.3 (VAST)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
video-to-text Mean Rank· 2019-07-31
38.1
best: 134 (JEMC)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
video-to-text Median Rank· 2019-07-31
8.3
best: 16 (JEMC)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
video-to-text R@1· 2019-07-31
15.6
best: 64.8 (GRAM)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
video-to-text R@10· 2019-07-31
55.2
best: 92.8 (CAMoE)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
video-to-text R@5· 2019-07-31
40.9
best: 86.2 (CAMoE)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonLSMDC
text-to-video R@1· 2019-07-31
11.2
best: 46.4 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonLSMDC
text-to-video R@10· 2019-07-31
34.8
best: 92.8 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonLSMDC
text-to-video R@5· 2019-07-31
26.9
best: 80.1 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSVD
text-to-video Mean Rank· 2019-07-31
23.1
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSVD
text-to-video Median Rank· 2019-07-31
6
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSVD
text-to-video R@1· 2019-07-31
19.8
best: 61.4 (InternVideo2-6B)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSVD
text-to-video R@10· 2019-07-31
63.8
best: 90.3 (HunYuan_tvr (huge))
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSVD
text-to-video R@5· 2019-07-31
49
best: 87.6 (CAMoE)
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSVD
text-to-video R@50· 2019-07-31
89
SOTA
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT-1kA
text-to-video Median Rank· uses extra data· 2019-07-31
6
best: 13 (JSFusion)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
text-to-video Median Rank· 2019-07-31
16
best: 55 (C+LSTM+SA+FC7)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
text-to-video R@1· 2019-07-31
10
best: 64 (GRAM)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonMSR-VTT
text-to-video R@10· 2019-07-31
41.2
best: 89.6 (VAST)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
VideoonLSMDC
text-to-video Median Rank· 2019-07-31
25
best: 56.5 (CLIP)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT-1kA
text-to-video Median Rank· uses extra data· 2019-07-31
6
best: 13 (JSFusion)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
text-to-video Median Rank· 2019-07-31
16
best: 55 (C+LSTM+SA+FC7)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
text-to-video R@1· 2019-07-31
10
best: 64 (GRAM)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonMSR-VTT
text-to-video R@10· 2019-07-31
41.2
best: 89.6 (VAST)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487
Video RetrievalonLSMDC
text-to-video Median Rank· 2019-07-31
25
best: 56.5 (CLIP)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts arXiv:1907.13487