ML Research Wiki / Benchmarks / Vehicle Re-Identification / VeRi-776

VeRi-776

Vehicle Re-Identification Benchmark

Performance Over Time

📊 Showing 17 results | 📏 Metric: mAP

Top Performing Models

Rank Model Paper mAP Date Code
1 MBR4B-LAI (w/ RK) Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification 92.10 2023-10-02 📦 videturfortuna/vehicle_reid_itsc2023
2 RPTM Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems 88.00 2021-10-15 📦 adhirajghosh/rptm_reid
3 A Strong Baseline A Strong Baseline for Vehicle Re-Identification 87.10 2021-04-22 📦 cybercore-co-ltd/track2_aicity_2021
4 MBR4B-LAI (without re-ranking) Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification 86.00 2023-10-02 📦 videturfortuna/vehicle_reid_itsc2023
5 MBR4B (without re-ranking) Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification 84.72 2023-10-02 📦 videturfortuna/vehicle_reid_itsc2023
6 CLIP-ReID (without re-ranking) CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels 84.50 2022-11-25 📦 mikel-brostrom/boxmot 📦 syliz517/clip-reid
7 VehicleNet VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification 83.41 2020-04-14 📦 layumi/Person_reID_baseline_pytorch 📦 2023-MindSpore-1/ms-code-217 📦 totoroKalic/vehiclenet-mindspore
8 ProNet++ (ResNet50) Rethinking Person Re-identification from a Projection-on-Prototypes Perspective 83.40 2023-08-21 -
9 TransReID TransReID: Transformer-based Object Re-Identification 82.30 2021-02-08 📦 heshuting555/TransReID 📦 damo-cv/transreid 📦 ChristmasStory/TransReID-main 📦 darrishabh/coviprox
10 CA-Jaccard CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification 81.40 2023-11-17 📦 chen960/ca-jaccard

All Papers (17)

videturfortuna/vehicle_reid_itsc2023
adhirajghosh/rptm_reid
cybercore-co-ltd/track2_aicity_2021
videturfortuna/vehicle_reid_itsc2023
videturfortuna/vehicle_reid_itsc2023
mikel-brostrom/boxmot syliz517/clip-reid
layumi/Person_reID_baseline_pytorch 2023-MindSpore-1/ms-code-217 totoroKalic/vehiclenet-mindspore
heshuting555/TransReID damo-cv/transreid
chen960/ca-jaccard
muzishen/HPGN
vimar-gu/msinet
raoyongming/CAL
alibaba/cluster-contrast alibaba/cluster-contrast-reid