OpenCodePapers

vehicle-re-identification-on-vehicleid-large

Vehicle Re-Identification
Dataset Link
Results over time
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Leaderboard
PaperCodeRank-1Rank-5Rank1Rank5mAPModelNameReleaseDate
Recall@k Surrogate Loss with Large Batches and Similarity Mixup✓ Link94.797.1Recall@k Surrogate loss (ViT-B/16)2021-08-25
Recall@k Surrogate Loss with Large Batches and Similarity Mixup✓ Link93.896.6Recall@k Surrogate loss (ResNet-50)2021-08-25
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough✓ Link93.296.6PNP Loss2021-02-09
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems✓ Link92.996.380.5RPTM2021-10-15
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval✓ Link91.996.2Smooth-AP2020-07-23
AttributeNet: Attribute Enhanced Vehicle Re-Identification80.594.680.594.6ANet2021-02-07
VehicleNet: Learning Robust Feature Representation for Vehicle Re-identification✓ Link79.46vehiclenet2020-08-07
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID✓ Link77.991.7MSINet (2.3M w/o RK)2023-03-13
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification✓ Link75.180.9CAL2021-08-19
Vehicle Re-identification Using Quadruple Directional Deep Learning Features68.41QD-DLF2018-11-13