| CLIP-ReID (with re-ranking) |
- Rank-1
- 91.2
- mAP
- 86.7
|
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
2022-11-25 |
코드 1 · 코드 2 |
| SOLIDER (with re-ranking) |
- Rank-1
- 91.7
- mAP
- 86.5
|
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 |
| FlipReID (with re-ranking) |
- Rank-1
- 87.5
- mAP
- 81.3
|
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
2021-05-12 |
코드 1 |
| ProNet++ (ResNet50+RK) |
- Rank-1
- 88.2
- mAP
- 80
|
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective
2023-08-21 |
연결 없음 |
| LDS (ResNet50+RK) |
- Rank-1
- 88.35
- mAP
- 79.09
|
Learning to Disentangle Scenes for Person Re-identification
2021-11-10 |
코드 1 |
| SOLIDER (without re-ranking) |
- Rank-1
- 90.7
- mAP
- 77.1
|
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 |
| Adaptive L2 Regularization (with re-ranking) |
- Rank-1
- 84.9
- mAP
- 76.7
|
Adaptive L2 Regularization in Person Re-Identification
2020-07-15 |
코드 1 |
| PCL-CLIP (L_pcl+L_id) |
- Rank-1
- 89.8
- mAP
- 76.1
- Rank-5
- 94.7
- Rank-10
- 96.0
|
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification
2023-10-26 |
코드 1 |
| CLIP-ReID (without re-ranking) |
- Rank-1
- 89.7
- mAP
- 75.8
|
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
2022-11-25 |
코드 1 · 코드 2 |
| TransReID-SSL (ViT-B without RK) |
- Rank-1
- 89.5
- mAP
- 75.0
|
Self-Supervised Pre-Training for Transformer-Based Person Re-Identification
2021-11-23 |
코드 1 · 코드 2 · 코드 3 |
| CA-Jaccard |
- Rank-1
- 86.2
- mAP
- 74.1
- Rank-5
- 90.5
|
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification
2023-11-17 |
코드 1 |
| PCL-CLIP (L_pcl) |
- Rank-1
- 89.2
- mAP
- 73.8
- Rank-5
- 94.7
- Rank-10
- 95.8
|
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification
2023-10-26 |
코드 1 |
| DiP (without RK) |
- Rank-1
- 87.3
- mAP
- 71.8
|
DiP: Learning Discriminative Implicit Parts for Person Re-Identification
2022-12-24 |
코드 1 |
| TransReID |
- Rank-1
- 86.20
- mAP
- 69.40
|
TransReID: Transformer-based Object Re-Identification
2021-02-08 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| Unsupervised Pre-training (ResNet101+MGN) |
- Rank-1
- 86.6
- mAP
- 68.8
|
Unsupervised Pre-training for Person Re-identification
2020-12-07 |
코드 1 |
| Weakly Supervised Pre-training (ResNet50+MGN) |
- Rank-1
- 86.0
- mAP
- 68.0
|
Large-Scale Pre-training for Person Re-identification with Noisy Labels
2022-03-30 |
코드 1 · 코드 2 |
| FlipReID (without re-ranking) |
- Rank-1
- 85.6
- mAP
- 68.0
|
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
2021-05-12 |
코드 1 |
| CLIP-ReID Baseline + UFFM +AMC |
- Rank-1
- 83.8
- mAP
- 67.6
|
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination
2024-05-02 |
코드 1 |
| Deep Miner (w/o ReRank) |
- Rank-1
- 85.60
- mAP
- 67.30
|
Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification
2021-02-18 |
코드 1 |
| UniHCP (finetune) |
- mAP
- 67.3
|
UniHCP: A Unified Model for Human-Centric Perceptions
2023-03-06 |
코드 1 |
| RGT&RGPR(without RK) |
- Rank-1
- 86.2
- mAP
- 65.9
|
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method
2021-01-21 |
코드 1 |
| ProNet++ |
- Rank-1
- 85.4
- mAP
- 65.5
|
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective
2023-08-21 |
연결 없음 |
| GiT |
- Rank-1
- 85.6
- mAP
- 64.8
|
GiT: Graph Interactive Transformer for Vehicle Re-identification
2021-07-12 |
연결 없음 |
| CAL(ResNet50) |
- Rank-1
- 84.2
- mAP
- 64
|
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
2021-08-19 |
코드 1 |
| ReMix |
- Rank-1
- 84.8
- mAP
- 63.9
|
ReMix: Training Generalized Person Re-identification on a Mixture of Data
2024-10-29 |
연결 없음 |
| APNet-C(ResNet50) |
- Rank-1
- 83.7
- mAP
- 63.5
|
Person Re-identification via Attention Pyramid
2021-08-11 |
코드 1 |
| MPN (without re-ranking) |
- Rank-1
- 83.5
- mAP
- 62.7
|
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification
2020-03-18 |
코드 1 |
| BoT+UFFM+AMC |
- Rank-1
- 82.0
- mAP
- 62.3
|
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination
2024-05-02 |
코드 1 |
| Adaptive L2 Regularization (without re-ranking) |
- Rank-1
- 81.7
- mAP
- 62.2
|
Adaptive L2 Regularization in Person Re-Identification
2020-07-15 |
코드 1 |
| CACENET (ResNet50 w/o RR) |
- Rank-1
- 83.54
- mAP
- 62.00
|
Devil's in the Details: Aligning Visual Clues for Conditional Embedding in Person Re-Identification
2020-09-11 |
코드 1 |