| TransReID (w/o RK) |
- Rank-1
- 91.1
- mAP
- 82.1
|
TransReID: Transformer-based Object Re-Identification
2021-02-08 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| MPN (without re-ranking) |
- Rank-1
- 91.5
- mAP
- 82
|
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification
2020-03-18 |
코드 1 |
| Cluster-level Alignment (Resnet50 w/o RK) |
- Rank-1
- 91.11
- mAP
- 81.84
|
Cluster-level Feature Alignment for Person Re-identification
2020-08-15 |
코드 1 |
| Deep Miner (w/o ReRank) |
- Rank-1
- 91.20
- mAP
- 81.80
|
Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification
2021-02-18 |
코드 1 |
| PLIP-RN50-MGN |
- mAP
- 81.7
|
PLIP: Language-Image Pre-training for Person Representation Learning
2023-05-15 |
코드 1 |
| FlipReID (without re-ranking) |
- Rank-1
- 90.9
- mAP
- 81.5
|
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
2021-05-12 |
코드 1 |
| APNet-C |
- Rank-1
- 90.4
- mAP
- 81.5
|
Person Re-identification via Attention Pyramid
2021-08-11 |
코드 1 |
| CACENET (ResNet50 w/o RK) |
- Rank-1
- 90.89
- mAP
- 81.29
|
Devil's in the Details: Aligning Visual Clues for Conditional Embedding in Person Re-Identification
2020-09-11 |
코드 1 |
| PLR-OSNet |
- Rank-1
- 91.6
- mAP
- 81.2
|
Learning Diverse Features with Part-Level Resolution for Person Re-Identification
2020-01-21 |
코드 1 |
| Adaptive L2 Regularization (without re-ranking) |
- Rank-1
- 90.2
- mAP
- 81.0
|
Adaptive L2 Regularization in Person Re-Identification
2020-07-15 |
코드 1 |
| CAL |
- Rank-1
- 90
- mAP
- 80.5
|
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
2021-08-19 |
코드 1 |
| Compact-ReID (6.4M w/o RK) |
- Rank-1
- 89.8
- mAP
- 80.3
|
Compact Network Training for Person ReID
2019-10-15 |
연결 없음 |
| ISP |
- Rank-1
- 89.6
- Rank-5
- 95.5
- mAP
- 80
|
Identity-Guided Human Semantic Parsing for Person Re-Identification
2020-07-27 |
코드 1 |
| DaRe(De)+RE+RR [wang2018resource] |
- Rank-1
- 84.4
- mAP
- 80.0
|
Resource Aware Person Re-identification across Multiple Resolutions
2018-05-22 |
코드 1 |
| ReMix |
- Rank-1
- 89.6
- mAP
- 79.8
|
ReMix: Training Generalized Person Re-identification on a Mixture of Data
2024-10-29 |
연결 없음 |
| PSE+ ECN (rank-dist) |
- Rank-1
- 85.2
- mAP
- 79.8
|
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking
2017-11-28 |
코드 1 · 코드 2 |
| IS-GAN |
- Rank-1
- 90.0
- mAP
- 79.5
|
Learning Disentangled Representation for Robust Person Re-identification
2019-10-26 |
코드 1 |
| + Re-weighting |
- Rank-1
- 90.2
- mAP
- 79.1
|
Explainable Person Re-Identification with Attribute-guided Metric Distillation
2021-03-02 |
코드 1 |
| ReID strong baseline (IBN-Net50-a) |
- Rank-1
- 90.1
- mAP
- 79.1
|
A Strong Baseline and Batch Normalization Neck for Deep Person Re-identification
2019-06-19 |
코드 1 · 코드 2 · 코드 3 |
| Pyramid (CVPR'19) |
- Rank-1
- 89.0
- mAP
- 79.0
|
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training
2018-10-29 |
코드 1 |
| Compact-ReID (2.9M w/o RK) |
- Rank-1
- 88.8
- mAP
- 78.9
|
Compact Network Training for Person ReID
2019-10-15 |
연결 없음 |
| GPS (without re-ranking) |
- Rank-1
- 88.2
- Rank-5
- 95.2
- Rank-10
- 96.7
- mAP
- 78.7
|
Graph-based Person Signature for Person Re-Identifications
2021-04-14 |
코드 1 |
| ABD-Net (ResNet-50) |
- Rank-1
- 89.0
- mAP
- 78.59
|
ABD-Net: Attentive but Diverse Person Re-Identification
2019-08-03 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| MGN |
- Rank-1
- 88.7
- mAP
- 78.4
|
Learning Discriminative Features with Multiple Granularities for Person Re-Identification
2018-04-04 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14 · 코드 15 · 코드 16 |
| DAAF-BoT |
- Rank-1
- 87.9
- mAP
- 77.9
|
Deep Attention Aware Feature Learning for Person Re-Identification
2020-03-01 |
코드 1 · 코드 2 |
| CAP |
- Rank-1
- 87.7
- Rank-5
- 93.7
- Rank-10
- 95.4
- mAP
- 76
|
Camera-aware Proxies for Unsupervised Person Re-Identification
2020-12-19 |
코드 1 |
| DG-Net |
- Rank-1
- 86.6
- mAP
- 74.8
|
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 |
| Bias-controlled Adversarial Training |
- Rank-1
- 85.2
- mAP
- 74.8
|
Person Re-identification with Bias-controlled Adversarial Training
2019-03-30 |
연결 없음 |
| HPM |
- Rank-1
- 86.6
- mAP
- 74.3
|
Horizontal Pyramid Matching for Person Re-identification
2018-04-14 |
코드 1 |
| PyrNet |
- Rank-1
- 87.1
- mAP
- 74.0
|
Aggregating Deep Pyramidal Representations for Person Re-Idenfitication
2019-06-20 |
코드 1 |