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5 months ago
Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification
Eurico Almeida Bruno Silva Jorge Batista
Abstract
Code Repositories
videturfortuna/vehicle_reid_itsc2023
Official
pytorch
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| vehicle-re-identification-on-vehicleid-small | MBR-4B (without RK) | Rank-1: 88.3 mAP: 92.5 |
| vehicle-re-identification-on-veri-776 | MBR4B (without re-ranking) | Rank-1: 97.68 Rank5: 98.45 mAP: 84.72 |
| vehicle-re-identification-on-veri-776 | MBR4B-LAI (w/ RK) | Rank-1: 98.0 Rank5: 98.6 mAP: 92.1 |
| vehicle-re-identification-on-veri-776 | MBR4B-LAI (without re-ranking) | Rank-1: 97.8 Rank5: 99.0 mAP: 86.0 |
| vehicle-re-identification-on-veri-wild-small | MBR-4B (without RK) | Rank1: 96.6 mAP: 88.9 |
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