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الرئيسية
SOTA
Vehicle Re Identification
Vehicle Re Identification On Veri 776
Vehicle Re Identification On Veri 776
المقاييس
Rank1
mAP
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نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Rank1
mAP
Paper Title
Repository
GiT
96.86
80.34
GiT: Graph Interactive Transformer for Vehicle Re-identification
-
MBR4B (without re-ranking)
-
84.72
Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification
CAL
-
74.3
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
ProNet++ (ResNet50)
-
83.4
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective
-
Cluster Contrast
86.2
40.8
Cluster Contrast for Unsupervised Person Re-Identification
HPGN
96.72
80.18
Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-identification
CA-Jaccard
-
81.4
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification
MBR4B-LAI (w/ RK)
-
92.1
Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification
TransReID
-
82.3
TransReID: Transformer-based Object Re-Identification
QD-DLF
-
61.83
Vehicle Re-identification Using Quadruple Directional Deep Learning Features
-
MBR4B-LAI (without re-ranking)
-
86.0
Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification
RPTM
97.3
88.0
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems
ANet
96.8
81.2
AttributeNet: Attribute Enhanced Vehicle Re-Identification
-
MSINet (2.3M w/o RK)
-
78.8
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
A Strong Baseline
-
87.1
A Strong Baseline for Vehicle Re-Identification
CLIP-ReID (without re-ranking)
-
84.5
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
VehicleNet
96.78
83.41
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification
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