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ReID
Identifying and matching the same person or vehicle across non-overlapping camera views in surveillance scenarios.
Leaderboard
100 models total
Benchmarks
Market-1501
Unsupervised Pre-training (ResNet101+RK)
DukeMTMC-reID
CTL Model (ResNet50, 256x128)
MSMT17
SOLIDER (with re-ranking)
CUHK-SYSU
AlignedReID
CUHK03
SYSU-MM01
PRW
SOLIDER
LTCC
AD-ViT
SUSTech1K
Gait3D
PRCC
CAL+GEFF
VeRi-776
MBR4B-LAI (w/ RK)
CUHK-PEDES
MARS
CCPG
MARS
B-BOT + OSM + CL Centers* (Re-rank)
ICFG-PEDES
APTM
GREW
RSTP-ReID
MARS
Market-1501-C
CIL (ResNet-50)
RegDB
CUHK03 labeled
PLR-OSNet
CUHK03 detected
Top-DB-Net + RK
LLCM
RGBNT201
CCGR_MINI
CCVID
CAL+DLCR
CASIA-B*
MSVR310
RGBNT100
CASIA-B
MMGait
MEVID
OU-MVLP
Occluded-DukeMTMC
BoT+UFFM+AMC
Occluded-ReID
KPR + Pose2ID (no RK)
VC-Clothes
VehicleID
CARGO
CUHK-SYSU-C
CUHK03-C
CaceNet
DukeMTMC-reID->Market-1501
OGNET
Market
Market-1501->DukeMTMC-reID
OGNET
CUHK03-NP
DukeMTMC-reID->MSMT17
DIM+GLO
Market-1501->MSMT17
MMT-ResNet50
PRW-C
BIWI-S
BIWI-W
KGBD
KS20
LS-VID
VehicleID Small
VRAI test-dev
DukeMTMC
eSports Sensors Dataset
Market1501+CUHK02+CUHK03
MSMT17-C
SBS (ResNet-50)
UCM-VeID V2
VeRi
VehicleNet
AlicePerson
BRIAR
Celeb-reID-light
DukeMTMC-VideoReID
PSTA
Gorilla-Berlin-Zoo
Gorilla-SPAC-Wild
MSMT17->DukeMTMC-reID
OSNet-AIN
MSMT17-V2
Partial-REID
UAV-Human
DG-Net
WMVeID863
AG-ReIDv1
AliceVehicle
EEG Motor Movement/Imagery Dataset
SSL
G2A-VReID
iLIDS
iLIDS-VID
LPW
Market1501-MM
MSMT17->Market-1501
OSNet-AIN
PKU-Sketch
VehicleID Large
VehicleID Medium
VeRi-Wild Small
MBR-4B (without RK)
VRAI test
AG-ReID v2
ATRW
BarbieGait
BUPT-Campus
CCPG-G
Celeb-ReID
ClonedPerson
CUHK02
CUHK03 (detected)
PAN+re-rank
CUTE
DukeTracklet
UTAL
ExDark
FreeGait
HITSZ-VCM
HOSS ReID
HOSS ReID dataset
HyenaID
IUST_PersonReID
CLIP-ReID
LaST
LeopardID
Market-Sketch-1K
MLR-CUHK03
MP-ReID
Night600
Occluded-Duke
Occluded-PoseTrack
P-Duke-REID
P-DukeMTMC-reID
BPBreID
PersonX
Cluster Contrast
PetFace
Region100
SeaTurtleID
VeRi-Wild Large
WhaleSharkID
AG-ReID
AG-VPReID
Age-DB
BDD-100K
BIWI
CA-LFW
CCDA
CCGR-Mini-E
CCPG Full
Celeb
CFP-FP
Charades-AB
CHIRP
CityFlow
A Strong Baseline
COCAS+Real2
Cows2021
CP-LFW
CP2108
curated real-world dataset
DeepChange
DN-348
DN-Wild
Duke
DVS128
EBRS
Elephant
ELPephants
ENTIRe-ID
TransReID (Strong Baseline)
EV-CASIA-B
EvReID
Flowerpatch Painted Bees Closed Set Dataset
Foursquare-Twitter
Friesian-Cattle2017
Giraffe
GRID
GZGC
IAS
IAS-A
IAS-B
IJB-S
Ins-Twitter
Interactive-PEDES
IPanda50
ITCPR
LeopardID2022
LFW
LionData
LLCM → RegDB
LLCM → SYSU-MM01
LLCM-W
Low-light SUSTech1K
LPW s2
LRGait
Market-1501+500k
DLCE
Market-MM
Market-Sketch-1K (MaSk1k)
MPDD
MultiCamCows2024
MVImageNet
MVOR
NightReID
NTU RGB-AB
Nyala-Data
Occ-RegDB
Occ-SYSU-MM01
OccCASIA-B
OccGait
Occluded-PoseTrack-ReID
OpenCows2020
OR-Bench
OUMVLP-Mesh
Panda
Pigeon
PKU MMD-AB
PKU-Sketch (PKU)
PoseTrack21
PRID
RegDB-W
RGBNT201_rgb
Seal
SeaStarReID2023
Seen-Avg
Shark
ShopID10K
SoccerNet-v2
ViT-B/16
SOLDIERS
Stoat
SUSTech1K-E
SYSU
SYSU-MM01 → LLCM
SYSU-MM01 → RegDB
THP
Tiger
UAV-VeID
University-1652
UnSeen-Avg
VCM
VERI-Wild
VeRi-Wild Medium
VIPeR
VRR
WebBody testset
WHU-MARS-1000
WHU-MARS-1000-GD
WHU-MARS-2337
Wildlife71
WILDTRACK
YakReID-103
Zebra