Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Computer Vision
/
Person Re-Identification
/
MARS
Person Re-Identification on MARS
Metric: Rank-1 (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Hide extra data
Export CSV
Sort:
Rank-1 (best first)
Rank-1 (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
Rank-1
▼
Extra Data
Paper
Date
↕
Code
1
DenseIL
90.8
No
Dense Interaction Learning for Video-based Perso...
2021-03-16
-
2
STMN
90.5
No
Video-based Person Re-identification with Spatia...
2021-08-20
Code
3
STRF
90.3
No
Spatio-Temporal Representation Factorization for...
2021-07-25
-
4
PiT
90.22
No
Multi-direction and Multi-scale Pyramid in Trans...
2022-02-12
Code
5
mgh
90
No
Learning Multi-Granular Hypergraphs for Video-Ba...
2021-04-30
Code
6
NVAN
90
No
Spatially and Temporally Efficient Non-local Att...
2019-08-05
Code
7
AGRL
89.8
No
Adaptive Graph Representation Learning for Video...
2019-09-05
Code
8
FGReID
89.6
Yes
Fine-Grained Re-Identification
2020-11-26
Code
9
VKD (ResVKD-50bam)
89.4
No
Robust Re-Identification by Multiple Views Knowl...
2020-07-08
Code
10
B-BOT + Attention and CL loss
88.6
No
Video Person Re-ID: Fantastic Techniques and Whe...
2019-11-21
Code
11
Baseline + GS + SC (ours)
88.32
No
Cloth-Changing Person Re-identification from A S...
2021-03-29
Code
12
TKP
84
No
Temporal Knowledge Propagation for Image-to-Vide...
2019-08-11
Code
13
TriNet (RK)
81.21
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
14
TriNet
79.8
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
15
LuNet (RK)
78.48
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
16
PSE+ ECN (rank-dist)
76.7
No
A Pose-Sensitive Embedding for Person Re-Identif...
2017-11-28
Code
17
LuNet
75.56
No
In Defense of the Triplet Loss for Person Re-Ide...
2017-03-22
Code
18
UTAL
49.9
No
Unsupervised Tracklet Person Re-Identification
2019-03-01
Code
#1
DenseIL
SOTA
90.8
Rank-1
· 2021-03-16
Dense Interaction Learning for Video-based Person Re-identification
#2
STMN
90.5
Rank-1
· 2021-08-20
Video-based Person Re-identification with Spatial and Temporal Memory Networks
Code
#3
STRF
90.3
Rank-1
· 2021-07-25
Spatio-Temporal Representation Factorization for Video-based Person Re-Identification
#4
PiT
90.22
Rank-1
· 2022-02-12
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian Retrieval
Code
#5
mgh
90
Rank-1
· 2021-04-30
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification
Code
#6
NVAN
SOTA
90
Rank-1
· 2019-08-05
Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification
Code
#7
AGRL
89.8
Rank-1
· 2019-09-05
Adaptive Graph Representation Learning for Video Person Re-identification
Code
#8
FGReID
89.6
Rank-1
· Extra Data
· 2020-11-26
Fine-Grained Re-Identification
Code
#9
VKD (ResVKD-50bam)
89.4
Rank-1
· 2020-07-08
Robust Re-Identification by Multiple Views Knowledge Distillation
Code
#10
B-BOT + Attention and CL loss
88.6
Rank-1
· 2019-11-21
Video Person Re-ID: Fantastic Techniques and Where to Find Them
Code
#11
Baseline + GS + SC (ours)
88.32
Rank-1
· 2021-03-29
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
Code
#12
TKP
84
Rank-1
· 2019-08-11
Temporal Knowledge Propagation for Image-to-Video Person Re-identification
Code
#13
TriNet (RK)
SOTA
81.21
Rank-1
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#14
TriNet
79.8
Rank-1
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#15
LuNet (RK)
78.48
Rank-1
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#16
PSE+ ECN (rank-dist)
76.7
Rank-1
· 2017-11-28
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking
Code
#17
LuNet
75.56
Rank-1
· 2017-03-22
In Defense of the Triplet Loss for Person Re-Identification
Code
#18
UTAL
49.9
Rank-1
· 2019-03-01
Unsupervised Tracklet Person Re-Identification
Code