|
TransReID-SSL (without RK)
|
Self-Supervised Pre-Training for Transformer-Base…
|
89.60
|
2021-11-23
|
|
|
CLIP-ReID (with re-ranking)
|
CLIP-ReID: Exploiting Vision-Language Model for I…
|
86.70
|
2022-11-25
|
|
|
SOLIDER (with re-ranking)
|
Beyond Appearance: a Semantic Controllable Self-S…
|
86.50
|
2023-03-30
|
|
|
FlipReID (with re-ranking)
|
FlipReID: Closing the Gap between Training and In…
|
81.30
|
2021-05-12
|
|
|
ProNet++ (ResNet50+RK)
|
Rethinking Person Re-identification from a Projec…
|
80.00
|
2023-08-21
|
|
|
LDS (ResNet50+RK)
|
Learning to Disentangle Scenes for Person Re-iden…
|
79.09
|
2021-11-10
|
|
|
SOLIDER (without re-ranking)
|
Beyond Appearance: a Semantic Controllable Self-S…
|
77.10
|
2023-03-30
|
|
|
Adaptive L2 Regularization (with re-ranking)
|
Adaptive L2 Regularization in Person Re-Identific…
|
76.70
|
2020-07-15
|
|
|
PCL-CLIP (L_pcl+L_id)
|
Prototypical Contrastive Learning-based CLIP Fine…
|
76.10
|
2023-10-26
|
|
|
CLIP-ReID (without re-ranking)
|
CLIP-ReID: Exploiting Vision-Language Model for I…
|
75.80
|
2022-11-25
|
|
|
TransReID-SSL (ViT-B without RK)
|
Self-Supervised Pre-Training for Transformer-Base…
|
75.00
|
2021-11-23
|
|
|
CA-Jaccard
|
CA-Jaccard: Camera-aware Jaccard Distance for Per…
|
74.10
|
2023-11-17
|
|
|
PCL-CLIP (L_pcl)
|
Prototypical Contrastive Learning-based CLIP Fine…
|
73.80
|
2023-10-26
|
|
|
DiP (without RK)
|
DiP: Learning Discriminative Implicit Parts for P…
|
71.80
|
2022-12-24
|
|
|
TransReID
|
TransReID: Transformer-based Object Re-Identifica…
|
69.40
|
2021-02-08
|
|
|
Unsupervised Pre-training (ResNet101+MGN)
|
Unsupervised Pre-training for Person Re-identific…
|
68.80
|
2020-12-07
|
|
|
FlipReID (without re-ranking)
|
FlipReID: Closing the Gap between Training and In…
|
68.00
|
2021-05-12
|
|
|
Weakly Supervised Pre-training (ResNet50+MGN)
|
Large-Scale Pre-training for Person Re-identifica…
|
68.00
|
2022-03-30
|
|
|
CLIP-ReID Baseline + UFFM +AMC
|
Enhancing person re-identification via Uncertaint…
|
67.60
|
2024-05-02
|
|
|
Deep Miner (w/o ReRank)
|
Deep Miner: A Deep and Multi-branch Network which…
|
67.30
|
2021-02-18
|
|
|
UniHCP (finetune)
|
UniHCP: A Unified Model for Human-Centric Percept…
|
67.30
|
2023-03-06
|
|
|
RGT&RGPR(without RK)
|
Eliminate Deviation with Deviation for Data Augme…
|
65.90
|
2021-01-21
|
|
|
ProNet++
|
Rethinking Person Re-identification from a Projec…
|
65.50
|
2023-08-21
|
|
|
GiT
|
GiT: Graph Interactive Transformer for Vehicle Re…
|
64.80
|
2021-07-12
|
|
|
CAL(ResNet50)
|
Counterfactual Attention Learning for Fine-Graine…
|
64.00
|
2021-08-19
|
|
|
ReMix
|
ReMix: Training Generalized Person Re-identificat…
|
63.90
|
2024-10-29
|
|
|
APNet-C(ResNet50)
|
Person Re-identification via Attention Pyramid
|
63.50
|
2021-08-11
|
|
|
MPN (without re-ranking)
|
Multi-task Learning with Coarse Priors for Robust…
|
62.70
|
2020-03-18
|
|
|
BoT+UFFM+AMC
|
Enhancing person re-identification via Uncertaint…
|
62.30
|
2024-05-02
|
|
|
Adaptive L2 Regularization (without re-ranking)
|
Adaptive L2 Regularization in Person Re-Identific…
|
62.20
|
2020-07-15
|
|
|
CACENET (ResNet50 w/o RR)
|
Devil's in the Details: Aligning Visual Clues for…
|
62.00
|
2020-09-11
|
|
|
ABD-Net (ResNet-50)
|
ABD-Net: Attentive but Diverse Person Re-Identifi…
|
60.80
|
2019-08-03
|
|
|
MSINet (2.3M w/o RK)
|
MSINet: Twins Contrastive Search of Multi-Scale I…
|
59.60
|
2023-03-13
|
|
|
OSNet
|
Omni-Scale Feature Learning for Person Re-Identif…
|
52.90
|
2019-05-02
|
|
|
DG-Net
|
Joint Discriminative and Generative Learning for …
|
52.30
|
2019-04-15
|
|
|
MGN + CircleLoss(ours)
|
Circle Loss: A Unified Perspective of Pair Simila…
|
52.10
|
2020-02-25
|
|
|
ResNet50 + CircleLoss(ours)
|
Circle Loss: A Unified Perspective of Pair Simila…
|
50.20
|
2020-02-25
|
|
|
OSNet-IAP 1.0x
|
Building Computationally Efficient and Well-Gener…
|
48.66
|
2020-03-17
|
|
|
CBN
|
Rethinking the Distribution Gap of Person Re-iden…
|
42.90
|
2020-01-23
|
|
|
DLCE
|
A Discriminatively Learned CNN Embedding for Pers…
|
31.58
|
2016-11-17
|
|
|
OGNet
|
Parameter-Efficient Person Re-identification in t…
|
23.01
|
2020-06-08
|
|
|
UTAL
|
Unsupervised Tracklet Person Re-Identification
|
13.10
|
2019-03-01
|
|
|
TAUDL
|
Unsupervised Person Re-identification by Deep Lea…
|
12.50
|
2018-09-08
|
|