Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Computer Vision
/
Person Re-Identification
/
MARS
Person Re-Identification on MARS
Metric: mAP (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Hide extra data
Export CSV
Sort:
mAP (best first)
mAP (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
mAP
▼
Extra Data
Paper
Date
↕
Code
1
B-BOT + OSM + CL Centers* (Re-rank)
88.5
No
Video Person Re-ID: Fantastic Techniques and Whe...
2019-11-21
Code
2
DenseIL
87
No
Dense Interaction Learning for Video-based Perso...
2021-03-16
-
3
PiT
86.8
No
Multi-direction and Multi-scale Pyramid in Trans...
2022-02-12
Code
4
FGReID
86.2
Yes
Fine-Grained Re-Identification
2020-11-26
Code
5
STRF
86.1
No
Spatio-Temporal Representation Factorization for...
2021-07-25
-
6
mgh
85.8
No
Learning Multi-Granular Hypergraphs for Video-Ba...
2021-04-30
Code
7
PSTA
85.8
No
-
-
Code
8
STMN
84.5
No
Video-based Person Re-identification with Spatia...
2021-08-20
Code
9
VKD (ResVKD-50bam)
83.1
No
Robust Re-Identification by Multiple Views Knowl...
2020-07-08
Code
10
B-BOT + Attention and CL loss*
82.9
No
Video Person Re-ID: Fantastic Techniques and Whe...
2019-11-21
Code
11
NVAN
82.8
No
Spatially and Temporally Efficient Non-local Att...
2019-08-05
Code
12
AGRL
81.1
No
Adaptive Graph Representation Learning for Video...
2019-09-05
Code
13
Baseline + GS + SC (ours)
80.41
No
Cloth-Changing Person Re-identification from A S...
2021-03-29
Code
14
TriNet (RK)
77.43
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
15
LuNet (RK)
73.68
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
16
TKP
73.3
No
Temporal Knowledge Propagation for Image-to-Vide...
2019-08-11
Code
17
AuxUSLReID
72.4
No
A High-Accuracy Unsupervised Person Re-identific...
2022-05-06
Code
18
PSE+ ECN (rank-dist)
71.8
No
A Pose-Sensitive Embedding for Person Re-Identif...
2017-11-28
Code
19
TriNet
67.7
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
20
LuNet
60.48
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
21
UTAL
35.2
No
Unsupervised Tracklet Person Re-Identification
2019-03-01
Code
#1
B-BOT + OSM + CL Centers* (Re-rank)
SOTA
88.5
mAP
· 2019-11-21
Video Person Re-ID: Fantastic Techniques and Where to Find Them
Code
#2
DenseIL
87
mAP
· 2021-03-16
Dense Interaction Learning for Video-based Person Re-identification
#3
PiT
86.8
mAP
· 2022-02-12
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian Retrieval
Code
#4
FGReID
86.2
mAP
· Extra Data
· 2020-11-26
Fine-Grained Re-Identification
Code
#5
STRF
86.1
mAP
· 2021-07-25
Spatio-Temporal Representation Factorization for Video-based Person Re-Identification
#6
mgh
85.8
mAP
· 2021-04-30
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification
Code
#7
PSTA
85.8
mAP
No paper
Code
#8
STMN
84.5
mAP
· 2021-08-20
Video-based Person Re-identification with Spatial and Temporal Memory Networks
Code
#9
VKD (ResVKD-50bam)
83.1
mAP
· 2020-07-08
Robust Re-Identification by Multiple Views Knowledge Distillation
Code
#10
B-BOT + Attention and CL loss*
82.9
mAP
· 2019-11-21
Video Person Re-ID: Fantastic Techniques and Where to Find Them
Code
#11
NVAN
SOTA
82.8
mAP
· 2019-08-05
Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification
Code
#12
AGRL
81.1
mAP
· 2019-09-05
Adaptive Graph Representation Learning for Video Person Re-identification
Code
#13
Baseline + GS + SC (ours)
80.41
mAP
· 2021-03-29
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
Code
#14
TriNet (RK)
SOTA
77.43
mAP
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#15
LuNet (RK)
73.68
mAP
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#16
TKP
73.3
mAP
· 2019-08-11
Temporal Knowledge Propagation for Image-to-Video Person Re-identification
Code
#17
AuxUSLReID
72.4
mAP
· 2022-05-06
A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets
Code
#18
PSE+ ECN (rank-dist)
71.8
mAP
· 2017-11-28
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking
Code
#19
TriNet
67.7
mAP
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#20
LuNet
60.48
mAP
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#21
UTAL
35.2
mAP
· 2019-03-01
Unsupervised Tracklet Person Re-Identification
Code