OpenCodePapers

vehicle-re-identification-on-vehicleid-medium

Vehicle Re-Identification

Results over time

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Leaderboard

Paper	Code	Rank-1	Rank-5	Rank1	Rank5	mAP	ModelName	ReleaseDate
Recall@k Surrogate Loss with Large Batches and Similarity Mixup	✓ Link	95.2	97.2				Recall@k Surrogate loss (ViT-B/16)	2021-08-25
Recall@k Surrogate Loss with Large Batches and Similarity Mixup	✓ Link	94.6	96.9				Recall@k Surrogate loss (ResNet-50)	2021-08-25
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough	✓ Link	94.2	96.9				PNP Loss	2021-02-09
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems	✓ Link	93.3	96.5			81.2	RPTM	2021-10-15
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval	✓ Link	93.3	96.4				Smooth-AP	2020-07-23
AttributeNet: Attribute Enhanced Vehicle Re-Identification		82.8	96.2	82.8	96.2		ANet	2021-02-07
VehicleNet: Learning Robust Feature Representation for Vehicle Re-identification	✓ Link	81.35					vehiclenet	2020-08-07
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification	✓ Link	78.2				83.8	CAL	2021-08-19
Vehicle Re-identification Using Quadruple Directional Deep Learning Features						74.63	QD-DLF	2018-11-13