OpenCodePapers
vehicle-re-identification-on-vehicleid-small
Vehicle Re-Identification
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Code
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ModelName
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Recall@k Surrogate Loss with Large Batches and Similarity Mixup
✓ Link
96.2
98.0
Recall@k Surrogate loss (ViT-B/16)
2021-08-25
Recall@k Surrogate Loss with Large Batches and Similarity Mixup
✓ Link
95.7
97.9
Recall@k Surrogate loss (ResNet-50)
2021-08-25
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough
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95.5
97.8
PNP Loss
2021-02-09
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems
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95.5
97.4
84.8
RPTM
2021-10-15
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval
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94.9
97.6
Smooth-AP
2020-07-23
Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification
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88.3
92.5
MBR-4B (without RK)
2023-10-02
AttributeNet: Attribute Enhanced Vehicle Re-Identification
87.9
97.8
87.9
97.8
ANet
2021-02-07
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
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85.5
97.2
CLIP-ReID (without re-ranking)
2022-11-25
VehicleNet: Learning Robust Feature Representation for Vehicle Re-identification
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83.64
vehiclenet
2020-08-07
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
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82.5
87.8
CAL
2021-08-19
GiT: Graph Interactive Transformer for Vehicle Re-identification
84.65
90.12
GiT
2021-07-12
Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-identification
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83.91
89.6
HPGN
2020-05-29
Vehicle Re-identification Using Quadruple Directional Deep Learning Features
76.54
QD-DLF
2018-11-13