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SotA/Computer Vision/Person Re-Identification

Person Re-Identification

208 benchmarks1488 papers

Person Re-Identification is a computer vision task in which the goal is to match a person's identity across different cameras or locations in a video or image sequence. It involves detecting and tracking a person and then using features such as appearance, body shape, and clothing to match their identity in different frames. The goal is to associate the same person across multiple non-overlapping camera views in a robust and efficient manner.

Benchmarks

Person Re-Identification on Market-1501

Rank-1mAPRank-5MAPRank-10MSMT17->mAPMSMT17->Rank-1MSMT17-All->mAPMSMT17-All->Rank-1RandPerson->mAPRandPerson->Rank-1ClonedPerson->mAPClonedPerson->Rank-1DukeMTMC-reID->mAPDukeMTMC-reID->Rank1mINP

Person Re-Identification on DukeMTMC-reID

Rank-1mAPRank-5Rank-10MAPMSMT17->Rank1MSMT17->mAPMarket-1501->Rank1Market-1501->mAPMSMT17-All->Rank-1MSMT17-All->mAP Rank-1 Rank-5RandPerson->Rank1RandPerson->mAP

Person Re-Identification on MSMT17

mAPRank-1Rank-5Rank-10Market-1501->mAPMarket-1501->Rank1ClonedPerson->mAPClonedPerson->Rank-1RandPerson->mAPRandPerson->Rank-1

Person Re-Identification on Occluded-DukeMTMC

mAP Rank-1

Person Re-Identification on CUHK03 labeled

MAPRank-1

Person Re-Identification on MARS

mAPRank-1Rank-5Rank-20Rank-10rank-1

Person Re-Identification on Market-1501-C

Rank-1 mAP mINPRank-1mAPmINP

Person Re-Identification on CUHK03 detected

MAPRank-1

Person Re-Identification on CUHK03

Rank-1MAPRank-5Rank-10

Person Re-Identification on PRCC

Rank-1mAPRank-1

Person Re-Identification on PRID2011

Rank-1Rank-20Rank-5Rank-10 Rank-1

Person Re-Identification on SYSU-30k

Rank-1Rank-1

Person Re-Identification on LTCC

Rank-1 mAPmAPRank-1

Person Re-Identification on iLIDS-VID

Rank-1Rank-5Rank-20Rank-10 Rank-1

Person Re-Identification on DukeMTMC-reID->Market-1501

mAPRank-1Rank-10Rank-5Rank-20Top-1 (%)

Person Re-Identification on Market-1501->DukeMTMC-reID

Rank-1mAPRank-5Rank-10Rank-20

Person Re-Identification on CUHK03-C

Rank-1 mAP mINPRank-1mAPmINP

Person Re-Identification on DukeMTMC-reID->MSMT17

mAPRank-1Rank-10Rank-5Top-1 (%)

Person Re-Identification on Market-1501->MSMT17

mAPRank-1Rank-10Rank-5

Person Re-Identification on VC-Clothes

mAP Rank-1Rank-1

Person Re-Identification on Occluded REID

Rank-1mAP

Person Re-Identification on eSports Sensors Dataset

AccuracyLogLossROC AUC

Person Re-Identification on CCVID

mAP Rank-1Rank-1

Person Re-Identification on CUHK03-NP (detected)

MSMT17->mAPMSMT17->Rank-1MSMT17-All->mAPMSMT17-All->Rank-1Market-1501->mAPMarket-1501->Rank-1RandPerson->mAPRandPerson->Rank-1ClonedPerson->mAPClonedPerson->Rank-1

Person Re-Identification on DukeMTMC-VideoReID

mAPRank-1Rank-5Rank-20

Person Re-Identification on MSMT17->DukeMTMC-reID

Rank-1mAPRank-10Rank-5

Person Re-Identification on MSMT17-C

Rank-1 mAP mINPRank-1mAPmINP

Person Re-Identification on UAV-Human

Rank-1 Rank-5mAP

Person Re-Identification on CUHK-SYSU

MAPRank-1

Person Re-Identification on MSMT17->Market-1501

Rank-1mAPRank-10Rank-5

Person Re-Identification on AG-ReID

Averaged rank-1 acc(%)

Person Re-Identification on CUHK03 (detected)

MAPRank-1

Person Re-Identification on ClonedPerson

mAPRank-1RandPerson->mAPRandPerson->Rank-1MSMT17->mAPMSMT17->Rank-1Market-1501->mAPMarket-1501->Rank-1

Person Re-Identification on DukeTracklet

Rank-1Rank-20Rank-5mAP

Person Re-Identification on IUST_PersonReID

Rank-1Rank-5Rank-10mAP

Person Re-Identification on P-DukeMTMC-reID

mAP Rank-1Rank-5Rank-10

Person Re-Identification on Partial-REID

Rank-1

Person Re-Identification on RegDB

rank1(V2T)mAP(V2T) Rank-1

Person Re-Identification on SYSU-MM01

rank1mAP (All-search & Single-shot)

Person Re-Identification on AG-ReID.v2

Average mAP

Person Re-Identification on DukeMTMCreID

Rank-1MAPRank-1

Person Re-Identification on ENTIRe-ID

mAP

Person Re-Identification on Market-1501+500k

MAPRank-1

Person Re-Identification on Occluded-PoseTrack-ReID

MAPRank-1

Person Re-Identification on PersonX

Rank-1Rank-5mAP

Person Re-Identification on SYSU-MM01-C

Rank-1 (All Search) mAP (All Search) mINP (All Search) Rank-1 (Indoor Search) mAP (Indoor Search) mINP (Indoor Search)Rank-1 (All Search)Rank-1 (Indoor Search)mAP (All Search)mAP (Indoor Search)mINP (All Search)mINP (Indoor Search)

Person Re-Identification on SenseReID

Top-1

Person Re-Identification on SoccerNet-v2

Rank-1mAP