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9.22k
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%