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SotA/Computer Vision/Video Retrieval

Video Retrieval

169 benchmarks486 papers

The objective of video retrieval is as follows: given a text query and a pool of candidate videos, select the video which corresponds to the text query. Typically, the videos are returned as a ranked list of candidates and scored via document retrieval metrics.

Benchmarks

Video Retrieval on MSR-VTT-1kA

text-to-video R@10text-to-video R@1text-to-video R@5text-to-video Median Ranktext-to-video Mean Rankvideo-to-text R@1video-to-text R@5video-to-text R@10video-to-text Median Rankvideo-to-text Mean Rank

Video Retrieval on MSR-VTT

text-to-video R@1text-to-video R@10text-to-video R@5text-to-video Median Rankvideo-to-text R@5video-to-text R@1video-to-text R@10text-to-video Mean Rankvideo-to-text Median Rankvideo-to-text Mean Ranktext-to-video MedianRtext-to-videoMedian Rank

Video Retrieval on DiDeMo

text-to-video R@1text-to-video R@10text-to-video R@5text-to-video Median Rankvideo-to-text R@1text-to-video Mean Rankvideo-to-text R@10video-to-text Mean Rankvideo-to-text Median Rankvideo-to-text R@5text-to-video R@50text-to-videoR@1

Video Retrieval on LSMDC

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Median Rankvideo-to-text R@1video-to-text R@5text-to-video Mean Rankvideo-to-text R@10video-to-text Mean Rankvideo-to-text Median Rank

Video Retrieval on ActivityNet

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Mean Ranktext-to-video Median Rankvideo-to-text R@1video-to-text R@5video-to-text Mean Rankvideo-to-text R@10text-to-video R@50video-to-text Median Rankvideo-to-text R@50

Video Retrieval on MSVD

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Median Ranktext-to-video Mean Rankvideo-to-text R@1video-to-text R@10video-to-text R@5video-to-text Median Rankvideo-to-text Mean Ranktext-to-video R@50

Video Retrieval on FIVR-200K

mAP (ISVR)mAP (DSVR)mAP (CSVR)

Video Retrieval on YouCook2

text-to-video R@10text-to-video R@1text-to-video R@5text-to-video Median Ranktext-to-video Mean Rank

Video Retrieval on VATEX

text-to-video R@1text-to-video R@10text-to-video R@5video-to-text R@1text-to-video R@50video-to-text R@10text-to-video MedianRtext-to-video MeanR

Video Retrieval on MSR-VTT Adverbs

Acc-AmAP MmAP W

Video Retrieval on VATEX Adverbs

Acc-AmAP MmAP W

Video Retrieval on ActivityNet Adverbs

Acc-AmAP MmAP W

Video Retrieval on QVHighlights

R@1,IoU=0.7R@1,IoU=0.5

Video Retrieval on QuerYD

text-to-video R@1text-to-video R@5text-to-video R@10

Video Retrieval on SSv2-label retrieval

text-to-video R@1text-to-video R@5text-to-video R@10

Video Retrieval on SSv2-template retrieval

text-to-video R@1text-to-video R@10text-to-video R@5

Video Retrieval on AIR

mAP MAcc-AmAP W

Video Retrieval on HowTo100M Adverbs

Acc-AmAP MmAP W

Video Retrieval on Test-of-Time

2-Class Accuracy

Video Retrieval on Condensed Movies

text-to-video R@1text-to-video R@5text-to-video R@10

Video Retrieval on EgoExoLearn

Accuracy

Video Retrieval on MAD

R@1,IoU=0.1R@5,IoU=0.1R@10,IoU=0.1R@100,IoU=0.1R@50,IoU=0.1R@1,IoU=0.3R@5,IoU=0.3

Video Retrieval on SoccerNet-v2

Average-AP

Video Retrieval on TGIF

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Mean Ranktext-to-video Median Rank

Video Retrieval on TVR

R@10R@1R@100

Video Retrieval on Charades-STA

text-to-video Mean Ranktext-to-video Median Ranktext-to-video R@1text-to-video R@10video-to-text Mean Rankvideo-to-text Median Rankvideo-to-text R@1video-to-text R@10

Video Retrieval on Kinetics-GEB+

F1@0.1sF1@0.2sF1@0.5sF1@1.0sF1@1.5sF1@2.0sF1@2.5sF1@3.0sF1@Avg

Video Retrieval on MSVD-Indonesian

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Median Ranktext-to-video Mean Rankvideo-to-text R@1video-to-text R@5video-to-text R@10video-to-text Median Rankvideo-to-text Mean Rank

Video Retrieval on RUDDER

text-to-video Mean Ranktext-to-video Median Ranktext-to-video R@1text-to-video R@10text-to-video R@5text-to-video R@50video-to-text Mean Rankvideo-to-text Median Rankvideo-to-text R@1video-to-text R@10video-to-text R@5

Video Retrieval on WebVid-CoVR

R@1