| st-ReID(RE, RK) |
- Rank-1
- 98.0
- Rank-5
- 98.9
- mAP
- 95.5
|
Spatial-Temporal Person Re-identification
2018-12-08 |
코드 1 · 코드 2 · 코드 3 |
| SSKD(GH) |
- Rank-1
- 97.36
- mAP
- 94.15
|
Semi-Supervised Domain Generalizable Person Re-Identification
2021-08-11 |
코드 1 · 코드 2 · 코드 3 |
| CLIP-ReID+Pose2ID (no RK) |
- Rank-1
- 97.3
- mAP
- 94.9
|
From Poses to Identity: Training-Free Person Re-Identification via Feature Centralization
2025-03-02 |
코드 1 · 코드 2 |
| SOLIDER +UFFM+AMC |
- Rank-1
- 97
- mAP
- 94.9
|
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination
2024-05-02 |
코드 1 |
| Unsupervised Pre-training (ResNet101+MGN) |
- Rank-1
- 97
- mAP
- 92
|
Unsupervised Pre-training for Person Re-identification
2020-12-07 |
코드 1 |
| RGT&RGPR (RK) |
- Rank-1
- 96.9
- mAP
- 95.6
|
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method
2021-01-21 |
코드 1 |
| SOLIDER |
- Rank-1
- 96.9
- mAP
- 93.9
|
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
2023-03-30 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| LightMBN (RR) |
- Rank-1
- 96.8
- mAP
- 95.3
|
Lightweight Multi-Branch Network for Person Re-Identification
2021-01-26 |
코드 1 · 코드 2 |
| Viewpoint-Aware Loss(RK) |
- Rank-1
- 96.79
- Rank-5
- 98.31
- mAP
- 95.43
|
Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification
2019-12-03 |
코드 1 |
| SOLIDER (RK) |
- Rank-1
- 96.7
- mAP
- 95.6
|
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
2023-03-30 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| TransReID-SSL (ViT-B w/o RK) |
- Rank-1
- 96.7
- mAP
- 93.2
|
Self-Supervised Pre-Training for Transformer-Based Person Re-Identification
2021-11-23 |
코드 1 · 코드 2 · 코드 3 |
| KPR + SOLIDER (no RK) |
- Rank-1
- 96.62
- mAP
- 93.22
|
Keypoint Promptable Re-Identification
2024-07-25 |
코드 1 · 코드 2 |
| Weakly Supervised Pre-training (ResNet50+MGN) |
- Rank-1
- 96.6
- mAP
- 91.9
|
Large-Scale Pre-training for Person Re-identification with Noisy Labels
2022-03-30 |
코드 1 · 코드 2 |
| BPBreID (RK) |
- Rank-1
- 96.4
- mAP
- 95.3
|
Body Part-Based Representation Learning for Occluded Person Re-Identification
2022-11-07 |
코드 1 · 코드 2 · 코드 3 |
| ProNet++ (ResNet50+RK) |
- Rank-1
- 96.4
- mAP
- 95.3
|
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective
2023-08-21 |
연결 없음 |
| DAAF-BoT(RK) |
- Rank-1
- 96.4
- mAP
- 95
|
Deep Attention Aware Feature Learning for Person Re-Identification
2020-03-01 |
코드 1 · 코드 2 |
| MPN* (without re-ranking) |
- Rank-1
- 96.4
- mAP
- 90.1
|
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification
2020-03-18 |
코드 1 |
| LightMBN (w/o ReRank) |
- Rank-1
- 96.3
- mAP
- 91.5
|
Lightweight Multi-Branch Network for Person Re-Identification
2021-01-26 |
코드 1 · 코드 2 |
| CA-Jaccard |
- Rank-1
- 96.2
- Rank-5
- 98.1
- mAP
- 94.5
|
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification
2023-11-17 |
코드 1 |
| BoT+UFFM+AMC |
- Rank-1
- 96.2
- mAP
- 91.0
|
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination
2024-05-02 |
코드 1 |
| APNet-C |
- Rank-1
- 96.2
- mAP
- 90.5
|
Person Re-identification via Attention Pyramid
2021-08-11 |
코드 1 |
| ReMix |
- Rank-1
- 96.2
- mAP
- 89.8
|
ReMix: Training Generalized Person Re-identification on a Mixture of Data
2024-10-29 |
연결 없음 |
| Compact-ReID (6.4M w/o RK) |
- Rank-1
- 96.2
- mAP
- 89.7
|
Compact Network Training for Person ReID
2019-10-15 |
연결 없음 |
| Compact-ReID |
- Rank-1
- 96.2
|
Compact Network Training for Person ReID
2019-10-15 |
연결 없음 |
| LDS (ResNet50 + RK) |
- Rank-1
- 96.17
- mAP
- 94.89
|
Learning to Disentangle Scenes for Person Re-identification
2021-11-10 |
코드 1 |
| GNN-Reranking |
- Rank-1
- 96.11
- mAP
- 94.65
|
Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective
2020-12-14 |
코드 1 |
| PyrNet (multi-shot+ReRank) |
- Rank-1
- 96.1
- mAP
- 94.0
|
Aggregating Deep Pyramidal Representations for Person Re-Idenfitication
2019-06-20 |
코드 1 |
| CLIP-ReID Baseline +UFFM+AMC |
- Rank-1
- 96.1
- mAP
- 92.0
|
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination
2024-05-02 |
코드 1 |
| PCL-CLIP (L_pcl) |
- Rank-1
- 96.1
- Rank-5
- 98.8
- mAP
- 91.0
|
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification
2023-10-26 |
코드 1 |
| FPB |
- Rank-1
- 96.1
- mAP
- 90.6
|
FPB: Feature Pyramid Branch for Person Re-Identification
2021-08-04 |
코드 1 |