| DenseIL |
- mAP
- 97.1
|
Dense Interaction Learning for Video-based Person Re-identification
2021-03-16 |
연결 없음 |
| CTL Model (ResNet50, 256x128) |
- Rank-1
- 95.6
- Rank-5
- 96.2
- Rank-10
- 97.9
- mAP
- 96.1
|
On the Unreasonable Effectiveness of Centroids in Image Retrieval
2021-04-28 |
코드 1 · 코드 2 · 코드 3 |
| BPBreID (RK) |
- Rank-1
- 93.9
- mAP
- 92.9
|
Body Part-Based Representation Learning for Occluded Person Re-Identification
2022-11-07 |
코드 1 · 코드 2 · 코드 3 |
| Unsupervised Pre-training (ResNet101+RK) |
- Rank-1
- 93.99
- mAP
- 92.77
|
Unsupervised Pre-training for Person Re-identification
2020-12-07 |
코드 1 |
| st-ReID(RE, RK,Cam) |
- Rank-1
- 94.5
- mAP
- 92.7
|
Spatial-Temporal Person Re-identification
2018-12-08 |
코드 1 · 코드 2 · 코드 3 |
| RGT&RGPR (RK) |
- Rank-1
- 94.3
- mAP
- 92.7
|
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method
2021-01-21 |
코드 1 |
| Viewpoint-Aware Loss(RK) |
- Rank-1
- 93.9
- Rank-5
- 96.5
- mAP
- 91.8
|
Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification
2019-12-03 |
코드 1 |
| LDS (ResNet50 + RK) |
- Rank-1
- 92.91
- mAP
- 91.0
|
Learning to Disentangle Scenes for Person Re-identification
2021-11-10 |
코드 1 |
| FlipReID (with re-ranking) |
- Rank-1
- 93.0
- mAP
- 90.7
|
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
2021-05-12 |
코드 1 |
| Adaptive L2 Regularization (with re-ranking) |
- Rank-1
- 92.2
- mAP
- 90.7
|
Adaptive L2 Regularization in Person Re-Identification
2020-07-15 |
코드 1 |
| DAAF-BoT(RK) |
- Rank-1
- 91.7
- mAP
- 89.6
|
Deep Attention Aware Feature Learning for Person Re-Identification
2020-03-01 |
코드 1 · 코드 2 |
| RPTM |
- Rank-1
- 93.5
- Rank-5
- 96.1
- mAP
- 89.2
|
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems
2021-10-15 |
코드 1 |
| Auto-ReID(RK) |
- Rank-1
- 91.4
- mAP
- 89.2
|
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification
2019-03-23 |
코드 1 · 코드 2 · 코드 3 |
| BoT Baseline(RK) |
- Rank-1
- 90.2
- mAP
- 89.1
|
Bag of Tricks and A Strong Baseline for Deep Person Re-identification
2019-03-17 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 |
| st-ReID+InSTD |
- mAP
- 89.1
|
Learning Instance-level Spatial-Temporal Patterns for Person Re-identification
2021-07-31 |
코드 1 |
| Top-DB-Net + RK |
- Rank-1
- 90.9
- mAP
- 88.6
|
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification
2020-10-12 |
코드 1 |
| DG-Net(RK) |
- Rank-1
- 90.26
- mAP
- 88.31
|
Joint Discriminative and Generative Learning for Person Re-identification
2019-04-15 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 |
| PyrNet (+ReRank) |
- Rank-1
- 90.3
- mAP
- 87.7
|
Aggregating Deep Pyramidal Representations for Person Re-Idenfitication
2019-06-20 |
코드 1 |
| Deep Constrained Dominant Sets |
- Rank-1
- 88.5
- mAP
- 86.1
|
Deep Constrained Dominant Sets for Person Re-identification
2019-04-25 |
코드 1 |
| Parameter-Free Spatial Attention |
- Rank-1
- 89.0
- mAP
- 85.9
|
Parameter-Free Spatial Attention Network for Person Re-Identification
2018-11-29 |
코드 1 · 코드 2 · 코드 3 |
| DiP (without RK) |
- Rank-1
- 91.7
- mAP
- 85.2
|
DiP: Learning Discriminative Implicit Parts for Person Re-Identification
2022-12-24 |
코드 1 |
| CLIP-ReID Baseline+UFFM+AMC |
- Rank-1
- 91.3
- mAP
- 85.0
|
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination
2024-05-02 |
코드 1 |
| Weakly Supervised Pre-training (ResNet50+MGN) |
- Rank-1
- 92.0
- mAP
- 84.3
|
Large-Scale Pre-training for Person Re-identification with Noisy Labels
2022-03-30 |
코드 1 · 코드 2 |
| BPBreID |
- Rank-1
- 92.4
- mAP
- 84.2
|
Body Part-Based Representation Learning for Occluded Person Re-Identification
2022-11-07 |
코드 1 · 코드 2 · 코드 3 |
| Unsupervised Pre-training (ResNet101+MGN) |
- Rank-1
- 91.9
- mAP
- 84.1
|
Unsupervised Pre-training for Person Re-identification
2020-12-07 |
코드 1 |
| SSP-ReID (RR) |
- Rank-1
- 86.4
- mAP
- 83.7
|
Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep Neural Network Models
2018-07-15 |
코드 1 |
| MBNET |
- Rank-1
- 94.39
- Rank-5
- 96.45
- Rank-10
- 96.90
- mAP
- 83.58
- Rank-1
- 94.39
- Rank-5
- 96.45
|
Image-Based and Partially Categorical Annotating Approach for Pedestrian Attribute Recognition
2023-02-28 |
코드 1 |
| CLIP-ReID (without re-ranking) |
- Rank-1
- 90.8
- mAP
- 83.1
|
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
2022-11-25 |
코드 1 · 코드 2 |
| FPB |
- Rank-1
- 91.2
- mAP
- 82.9
|
FPB: Feature Pyramid Branch for Person Re-Identification
2021-08-04 |
코드 1 |
| TAT |
- Rank-1
- 91.5
- mAP
- 82.5
|
Template-Aware Transformer for Person Reidentification
2022-04-01 |
코드 1 |