| + Re-weighting |
- Rank-1
- 96.1
- mAP
- 88.8
|
Explainable Person Re-Identification with Attribute-guided Metric Distillation
2021-03-02 |
코드 1 |
| MGN + CircleLoss(ours) |
- Rank-1
- 96.1
- mAP
- 87.4
|
Circle Loss: A Unified Perspective of Pair Similarity Optimization
2020-02-25 |
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 |
| Adaptive L2 Regularization (with re-ranking) |
- Rank-1
- 96.0
- mAP
- 94.4
|
Adaptive L2 Regularization in Person Re-Identification
2020-07-15 |
코드 1 |
| ProNet++ |
- Rank-1
- 96
- mAP
- 90.2
|
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective
2023-08-21 |
연결 없음 |
| CACENET (Resnet50 without RR) |
- Rank-1
- 95.96
- mAP
- 90.30
|
Devil's in the Details: Aligning Visual Clues for Conditional Embedding in Person Re-Identification
2020-09-11 |
코드 1 |
| PCL-CLIP (L_pcl+L_id) |
- Rank-1
- 95.9
- Rank-5
- 98.5
- mAP
- 91.4
|
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification
2023-10-26 |
코드 1 |
| KPR |
- Rank-1
- 95.9
- mAP
- 89.6
|
Keypoint Promptable Re-Identification
2024-07-25 |
코드 1 · 코드 2 |
| FlipReID (with re-ranking) |
- Rank-1
- 95.8
- mAP
- 94.7
|
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
2021-05-12 |
코드 1 |
| DiP (without RK) |
- Rank-1
- 95.8
- mAP
- 90.8
|
DiP: Learning Discriminative Implicit Parts for Person Re-Identification
2022-12-24 |
코드 1 |
| TAT |
- Rank-1
- 95.8
- mAP
- 89.7
|
Template-Aware Transformer for Person Reidentification
2022-04-01 |
코드 1 |
| Compact-ReID (2.9M w/o RK) |
- Rank-1
- 95.8
- mAP
- 88.7
|
Compact Network Training for Person ReID
2019-10-15 |
연결 없음 |
| Deep Miner (w/o ReRank) |
- Rank-1
- 95.7
- mAP
- 90.40
|
Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification
2021-02-18 |
코드 1 |
| Cluster-level Alignment (Resnet50 w/o RK) |
- Rank-1
- 95.7
- mAP
- 89.5
|
Cluster-level Feature Alignment for Person Re-identification
2020-08-15 |
코드 1 |
| BPBreID |
- Rank-1
- 95.7
- mAP
- 89.4
|
Body Part-Based Representation Learning for Occluded Person Re-Identification
2022-11-07 |
코드 1 · 코드 2 · 코드 3 |
| GiT |
- Rank-1
- 95.7
- mAP
- 88.9
|
GiT: Graph Interactive Transformer for Vehicle Re-identification
2021-07-12 |
연결 없음 |
| Pyramid (CVPR'19) |
- Rank-1
- 95.7
- mAP
- 88.2
|
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training
2018-10-29 |
코드 1 |
| MGN |
- Rank-1
- 95.7
- mAP
- 86.9
|
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 |
| EI-Net |
- Rank-1
- 95.64
- Rank-5
- -
- mAP
- 88.75
|
연결 없음
논문 날짜 미기재 |
연결 없음 |
| PLR-OSNet |
- Rank-1
- 95.6
- mAP
- 88.9
|
Learning Diverse Features with Part-Level Resolution for Person Re-Identification
2020-01-21 |
코드 1 |
| Adaptive L2 Regularization (without re-ranking) |
- Rank-1
- 95.6
- mAP
- 88.9
|
Adaptive L2 Regularization in Person Re-Identification
2020-07-15 |
코드 1 |
| ABD-Net (ResNet-50) |
- Rank-1
- 95.6
- mAP
- 88.28
|
ABD-Net: Attentive but Diverse Person Re-Identification
2019-08-03 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| TransReID+Pose2ID (no RK) |
- Rank-1
- 95.52
- mAP
- 93.01
|
From Poses to Identity: Training-Free Person Re-Identification via Feature Centralization
2025-03-02 |
코드 1 · 코드 2 |
| Top-DB-Net + RK |
- Rank-1
- 95.5
- mAP
- 94.1
|
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification
2020-10-12 |
코드 1 |
| FlipReID (without re-ranking) |
- Rank-1
- 95.5
- mAP
- 89.6
|
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
2021-05-12 |
코드 1 |
| CAL |
- Rank-1
- 95.5
- mAP
- 89.5
|
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
2021-08-19 |
코드 1 |
| BoT Baseline(RK) |
- Rank-1
- 95.43
- mAP
- 94.24
|
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 |
| 3DMagicMirror (HRNet) |
- Rank-1
- 95.43
- mAP
- 88.54
|
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective
2022-04-27 |
코드 1 |
| Auto-ReID(RK) |
- Rank-1
- 95.4
- mAP
- 94.2
|
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification
2019-03-23 |
코드 1 · 코드 2 · 코드 3 |
| Deep Constrained Dominant Sets (RK) |
- Rank-1
- 95.4
- Rank-5
- 98.3
- mAP
- 93.3
|
Deep Constrained Dominant Sets for Person Re-identification
2019-04-25 |
코드 1 |
| DG-Net(RK) |
- Rank-1
- 95.4
- mAP
- 92.49
|
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 |