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⌀ |
|---|---|---|---|---|---|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-6B
|
https://arxiv.org/abs/2403.15377v4
|
video-to-text R@1
|
56.5
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-6B
|
https://arxiv.org/abs/2403.15377v4
|
text-to-video R@10
|
92.5
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-6B
|
https://arxiv.org/abs/2403.15377v4
|
text-to-video R@5
|
85.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-6B
|
https://arxiv.org/abs/2403.15377v4
|
video-to-text R@5
|
82.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-6B
|
https://arxiv.org/abs/2403.15377v4
|
video-to-text R@10
|
90.3
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-1B
|
https://arxiv.org/abs/2403.15377v4
|
text-to-video R@1
|
60.4
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-1B
|
https://arxiv.org/abs/2403.15377v4
|
video-to-text R@1
|
54.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-1B
|
https://arxiv.org/abs/2403.15377v4
|
text-to-video R@10
|
90.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-1B
|
https://arxiv.org/abs/2403.15377v4
|
text-to-video R@5
|
83.9
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-1B
|
https://arxiv.org/abs/2403.15377v4
|
video-to-text R@5
|
81.5
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo2-1B
|
https://arxiv.org/abs/2403.15377v4
|
video-to-text R@10
|
89.5
|
Zero-Shot Video Retrieval
|
ActivityNet
|
GRAM
|
https://arxiv.org/abs/2412.11959v1
|
text-to-video R@1
|
59.0
|
Zero-Shot Video Retrieval
|
ActivityNet
|
GRAM
|
https://arxiv.org/abs/2412.11959v1
|
video-to-text R@1
|
50.9
|
Zero-Shot Video Retrieval
|
ActivityNet
|
GRAM
|
https://arxiv.org/abs/2412.11959v1
|
text-to-video R@10
|
91.2
|
Zero-Shot Video Retrieval
|
ActivityNet
|
GRAM
|
https://arxiv.org/abs/2412.11959v1
|
video-to-text R@10
|
85.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
UMT-L (ViT-L/16)
|
https://arxiv.org/abs/2303.16058v2
|
text-to-video R@1
|
42.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
UMT-L (ViT-L/16)
|
https://arxiv.org/abs/2303.16058v2
|
video-to-text R@1
|
40.7
|
Zero-Shot Video Retrieval
|
ActivityNet
|
UMT-L (ViT-L/16)
|
https://arxiv.org/abs/2303.16058v2
|
text-to-video R@10
|
79.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
UMT-L (ViT-L/16)
|
https://arxiv.org/abs/2303.16058v2
|
text-to-video R@5
|
69.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
UMT-L (ViT-L/16)
|
https://arxiv.org/abs/2303.16058v2
|
video-to-text R@5
|
67.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
UMT-L (ViT-L/16)
|
https://arxiv.org/abs/2303.16058v2
|
video-to-text R@10
|
78.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
vid-TLDR (UMT-L)
|
https://arxiv.org/abs/2403.13347v2
|
text-to-video R@1
|
42.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
vid-TLDR (UMT-L)
|
https://arxiv.org/abs/2403.13347v2
|
video-to-text R@1
|
41.2
|
Zero-Shot Video Retrieval
|
ActivityNet
|
vid-TLDR (UMT-L)
|
https://arxiv.org/abs/2403.13347v2
|
text-to-video R@10
|
79.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
vid-TLDR (UMT-L)
|
https://arxiv.org/abs/2403.13347v2
|
text-to-video R@5
|
69.4
|
Zero-Shot Video Retrieval
|
ActivityNet
|
vid-TLDR (UMT-L)
|
https://arxiv.org/abs/2403.13347v2
|
video-to-text R@5
|
68.2
|
Zero-Shot Video Retrieval
|
ActivityNet
|
vid-TLDR (UMT-L)
|
https://arxiv.org/abs/2403.13347v2
|
video-to-text R@10
|
79.1
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-H/14)
|
https://arxiv.org/abs/2310.01852v7
|
text-to-video R@1
|
41.0
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-H/14)
|
https://arxiv.org/abs/2310.01852v7
|
video-to-text R@1
|
39.1
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-H/14)
|
https://arxiv.org/abs/2310.01852v7
|
text-to-video R@10
|
80.0
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-H/14)
|
https://arxiv.org/abs/2310.01852v7
|
text-to-video R@5
|
68.4
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-H/14)
|
https://arxiv.org/abs/2310.01852v7
|
video-to-text R@5
|
69.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-H/14)
|
https://arxiv.org/abs/2310.01852v7
|
video-to-text R@10
|
81.1
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-L/14)
|
https://arxiv.org/abs/2310.01852v7
|
text-to-video R@1
|
38.4
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-L/14)
|
https://arxiv.org/abs/2310.01852v7
|
video-to-text R@1
|
35.7
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-L/14)
|
https://arxiv.org/abs/2310.01852v7
|
text-to-video R@10
|
77.9
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-L/14)
|
https://arxiv.org/abs/2310.01852v7
|
text-to-video R@5
|
66.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-L/14)
|
https://arxiv.org/abs/2310.01852v7
|
video-to-text R@5
|
65.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
LanguageBind(ViT-L/14)
|
https://arxiv.org/abs/2310.01852v7
|
video-to-text R@10
|
77.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
BT-Adapter
|
https://arxiv.org/abs/2309.15785v2
|
text-to-video R@1
|
37.0
|
Zero-Shot Video Retrieval
|
ActivityNet
|
BT-Adapter
|
https://arxiv.org/abs/2309.15785v2
|
text-to-video R@10
|
78.9
|
Zero-Shot Video Retrieval
|
ActivityNet
|
BT-Adapter
|
https://arxiv.org/abs/2309.15785v2
|
text-to-video R@5
|
66.7
|
Zero-Shot Video Retrieval
|
ActivityNet
|
VideoCoCa
|
https://arxiv.org/abs/2212.04979v3
|
text-to-video R@1
|
34.5
|
Zero-Shot Video Retrieval
|
ActivityNet
|
VideoCoCa
|
https://arxiv.org/abs/2212.04979v3
|
video-to-text R@1
|
33.0
|
Zero-Shot Video Retrieval
|
ActivityNet
|
VideoCoCa
|
https://arxiv.org/abs/2212.04979v3
|
text-to-video R@10
|
76.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
VideoCoCa
|
https://arxiv.org/abs/2212.04979v3
|
text-to-video R@5
|
63.2
|
Zero-Shot Video Retrieval
|
ActivityNet
|
VideoCoCa
|
https://arxiv.org/abs/2212.04979v3
|
video-to-text R@5
|
61.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
VideoCoCa
|
https://arxiv.org/abs/2212.04979v3
|
video-to-text R@10
|
75.3
|
Zero-Shot Video Retrieval
|
ActivityNet
|
Singularity-temporal-5M
|
https://arxiv.org/abs/2206.03428v1
|
text-to-video R@1
|
30.8
|
Zero-Shot Video Retrieval
|
ActivityNet
|
Singularity-temporal-5M
|
https://arxiv.org/abs/2206.03428v1
|
text-to-video R@10
|
66.3
|
Zero-Shot Video Retrieval
|
ActivityNet
|
Singularity-temporal-5M
|
https://arxiv.org/abs/2206.03428v1
|
text-to-video R@5
|
55.9
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo
|
https://arxiv.org/abs/2212.03191v2
|
text-to-video R@1
|
30.7
|
Zero-Shot Video Retrieval
|
ActivityNet
|
InternVideo
|
https://arxiv.org/abs/2212.03191v2
|
video-to-text R@1
|
31.4
|
Zero-Shot Video Retrieval
|
ActivityNet
|
Singularity-temporal-17M
|
https://arxiv.org/abs/2206.03428v1
|
text-to-video R@1
|
30.6
|
Zero-Shot Video Retrieval
|
ActivityNet
|
Singularity-temporal-17M
|
https://arxiv.org/abs/2206.03428v1
|
text-to-video R@10
|
66.9
|
Zero-Shot Video Retrieval
|
ActivityNet
|
Singularity-temporal-17M
|
https://arxiv.org/abs/2206.03428v1
|
text-to-video R@5
|
55.6
|
Zero-Shot Video Retrieval
|
YouCook2
|
OmniVec2
|
http://openaccess.thecvf.com//content/CVPR2024/html/Srivastava_OmniVec2_-_A_Novel_Transformer_based_Network_for_Large_Scale_CVPR_2024_paper.html
|
text-to-video R@1
|
26.1
|
Zero-Shot Video Retrieval
|
YouCook2
|
OmniVec2
|
http://openaccess.thecvf.com//content/CVPR2024/html/Srivastava_OmniVec2_-_A_Novel_Transformer_based_Network_for_Large_Scale_CVPR_2024_paper.html
|
text-to-video R@5
|
54.1
|
Zero-Shot Video Retrieval
|
YouCook2
|
OmniVec2
|
http://openaccess.thecvf.com//content/CVPR2024/html/Srivastava_OmniVec2_-_A_Novel_Transformer_based_Network_for_Large_Scale_CVPR_2024_paper.html
|
text-to-video R@10
|
70.8
|
Zero-Shot Video Retrieval
|
YouCook2
|
Norton
|
https://arxiv.org/abs/2401.16702v1
|
text-to-video R@1
|
24.2
|
Zero-Shot Video Retrieval
|
YouCook2
|
Norton
|
https://arxiv.org/abs/2401.16702v1
|
text-to-video R@5
|
51.9
|
Zero-Shot Video Retrieval
|
YouCook2
|
Norton
|
https://arxiv.org/abs/2401.16702v1
|
text-to-video R@10
|
64.1
|
Zero-Shot Video Retrieval
|
YouCook2
|
VideoCLIP
|
https://arxiv.org/abs/2109.14084v2
|
text-to-video R@1
|
22.7
|
Zero-Shot Video Retrieval
|
YouCook2
|
VideoCLIP
|
https://arxiv.org/abs/2109.14084v2
|
text-to-video R@5
|
50.4
|
Zero-Shot Video Retrieval
|
YouCook2
|
VideoCLIP
|
https://arxiv.org/abs/2109.14084v2
|
text-to-video R@10
|
63.1
|
Zero-Shot Video Retrieval
|
YouCook2
|
VideoCOca
|
https://arxiv.org/abs/2212.04979v3
|
text-to-video R@1
|
20.3
|
Zero-Shot Video Retrieval
|
YouCook2
|
VideoCOca
|
https://arxiv.org/abs/2212.04979v3
|
text-to-video R@5
|
43.0
|
Zero-Shot Video Retrieval
|
YouCook2
|
VideoCOca
|
https://arxiv.org/abs/2212.04979v3
|
text-to-video R@10
|
53.3
|
Zero-Shot Video Retrieval
|
YouCook2
|
TACo
|
https://arxiv.org/abs/2108.09980v1
|
text-to-video R@1
|
19.9
|
Zero-Shot Video Retrieval
|
YouCook2
|
TACo
|
https://arxiv.org/abs/2108.09980v1
|
text-to-video R@5
|
43.2
|
Zero-Shot Video Retrieval
|
YouCook2
|
TACo
|
https://arxiv.org/abs/2108.09980v1
|
text-to-video R@10
|
55.7
|
Zero-Shot Video Retrieval
|
YouCook2
|
TACo
|
https://arxiv.org/abs/2108.09980v1
|
text-to-video Mean Rank
|
8
|
Zero-Shot Video Retrieval
|
YouCook2
|
VAST, HowToCaption-finetuned
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video R@1
|
19.7
|
Zero-Shot Video Retrieval
|
YouCook2
|
VAST, HowToCaption-finetuned
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video R@5
|
43.6
|
Zero-Shot Video Retrieval
|
YouCook2
|
VAST, HowToCaption-finetuned
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video R@10
|
53.9
|
Zero-Shot Video Retrieval
|
YouCook2
|
VAST, HowToCaption-finetuned
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video Median Rank
|
8
|
Zero-Shot Video Retrieval
|
YouCook2
|
MIL-NCE
|
https://arxiv.org/abs/1912.06430v4
|
text-to-video R@1
|
15.1
|
Zero-Shot Video Retrieval
|
YouCook2
|
MIL-NCE
|
https://arxiv.org/abs/1912.06430v4
|
text-to-video R@5
|
38.0
|
Zero-Shot Video Retrieval
|
YouCook2
|
MIL-NCE
|
https://arxiv.org/abs/1912.06430v4
|
text-to-video R@10
|
51.2
|
Zero-Shot Video Retrieval
|
YouCook2
|
MIL-NCE
|
https://arxiv.org/abs/1912.06430v4
|
text-to-video Mean Rank
|
10
|
Zero-Shot Video Retrieval
|
YouCook2
|
HowToCaption
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video R@1
|
13.4
|
Zero-Shot Video Retrieval
|
YouCook2
|
HowToCaption
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video R@5
|
33.1
|
Zero-Shot Video Retrieval
|
YouCook2
|
HowToCaption
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video R@10
|
44.1
|
Zero-Shot Video Retrieval
|
YouCook2
|
HowToCaption
|
https://arxiv.org/abs/2310.04900v2
|
text-to-video Median Rank
|
15
|
Zero-Shot Video Retrieval
|
YouCook2
|
VATT-MBS
|
https://arxiv.org/abs/2104.11178v3
|
text-to-video R@10
|
45.5
|
Zero-Shot Video Retrieval
|
YouCook2
|
VATT-MBS
|
https://arxiv.org/abs/2104.11178v3
|
text-to-video Mean Rank
|
13
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (ACNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Accuracy (5-fold)
|
80.4%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (ACNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Recall (5-fold)
|
71.0%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (ACNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Precision (5-fold)
|
80.1%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (ACNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Selectivity (5-fold)
|
87.9%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (ACNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
NPV (5-fold)
|
82.4%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (CNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Accuracy (5-fold)
|
76.8%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (CNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Recall (5-fold)
|
49.4%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (CNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Precision (5-fold)
|
81.7%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (CNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
Selectivity (5-fold)
|
91.4%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
XBCR-net (CNN)
|
https://www.nature.com/articles/s41422-022-00727-6
|
NPV (5-fold)
|
74.9%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
Transformer
|
https://doi.org/10.1016/j.immuni.2022.03.019
|
Accuracy (5-fold)
|
65.8%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
Transformer
|
https://doi.org/10.1016/j.immuni.2022.03.019
|
Recall (5-fold)
|
35.3%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
Transformer
|
https://doi.org/10.1016/j.immuni.2022.03.019
|
Precision (5-fold)
|
82.9%
|
Binding Site Prediction > Antibody-antigen binding prediction
|
Antibody sequences against Sars-Cov-2 and Omicron BA.1
|
Transformer
|
https://doi.org/10.1016/j.immuni.2022.03.019
|
Selectivity (5-fold)
|
93.4%
|
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