CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion

Benchmark Model Rank Results
unsupervised-domain-adaptation-on-cuhk03-toCORE-ReID V2#1mAP: 40.7R1: 68.7R5: 79.7R10: 83.4
unsupervised-domain-adaptation-on-cuhk03-toCORE-ReID V2 Tiny#4mAP: 18.8R1: 44.2R5: 57.1R10: 62.3
unsupervised-domain-adaptation-on-cuhk03-to-1CORE-ReID V2#1mAP: 84.5R1: 93.9R5: 97.6R10: 98.7
unsupervised-domain-adaptation-on-cuhk03-to-1CORE-ReID V2 Tiny#6mAP: 60.3R1: 83.4R5: 91.8R10: 94.7
unsupervised-domain-adaptation-on-market-to-1CORE-ReID V2#1mAP: 44.1rank-1: 71.3rank-5: 82.4rank-10: 86.0
unsupervised-domain-adaptation-on-market-to-1CORE-ReID V2 Tiny#3mAP: 35.8rank-1: 64.7rank-5: 76.6rank-10: 80.8
unsupervised-domain-adaptation-on-market-to-6CORE-ReID V2#1mAP: 66.4R1: 66.9R5: 83.4R10: 88.9
unsupervised-domain-adaptation-on-market-to-6CORE-ReID V2 Tiny#3mAP: 33.0R1: 31.9R5: 48.9R10: 59.1
unsupervised-domain-adaptation-on-vehicleidCORE-ReID V2#1mAP: 49.50Rank-1: 80.15Rank-5: 89.05Rank-10: 90.29
unsupervised-domain-adaptation-on-vehicleidCORE-ReID V2 Tiny#2mAP: 40.17Rank-1: 73.00Rank-5: 81.41Rank-10: 85.40
unsupervised-domain-adaptation-on-vehicleid-1CORE-ReID V2#1mAP: 40.2R-1: 76.6R-5: 90.2R-10: 92.1
unsupervised-domain-adaptation-on-vehicleid-1CORE-ReID V2 Tiny#5mAP: 28.6R-1: 56.5R-5: 74.9R-10: 80.2
unsupervised-domain-adaptation-on-vehicleid-2CORE-ReID V2#1mAP: 34.9R-1: 70.2R-5: 86.2R-10: 89.3
unsupervised-domain-adaptation-on-vehicleid-2CORE-ReID V2 Tiny#6mAP: 23.1R-1: 52.1R-5: 70.6R-10: 78.4
unsupervised-domain-adaptation-on-vehicleid-3CORE-ReID V2#1mAP: 27.8R-1: 62.1R-5: 79.8R-10: 82.3
unsupervised-domain-adaptation-on-vehicleid-3CORE-ReID V2 Tiny#5mAP: 19.9R-1: 48.1R-5: 66.3R-10: 74.6
unsupervised-domain-adaptation-on-veri-776-toCORE-ReID V2#1mAP: 67.04R-1: 58.32R-5: 76.51R-10: 84.51
unsupervised-domain-adaptation-on-veri-776-toCORE-ReID V2 Tiny#2mAP: 63.87R-1: 55.18R-5: 73.43R-10: 81.1
unsupervised-domain-adaptation-on-veri-776-to-1CORE-ReID V2#1mAP: 63.02R-1: 53.49R-5: 74.36R-10: 81.85
unsupervised-domain-adaptation-on-veri-776-to-1CORE-ReID V2 Tiny#2mAP: 59.69R-1: 50.05R-5: 70.88R-10: 77.75
unsupervised-domain-adaptation-on-veri-776-to-2CORE-ReID V2#1mAP: 57.99R-1: 48.62R-5: 68.30R-10: 77.11
unsupervised-domain-adaptation-on-veri-776-to-2CORE-ReID V2 Tiny#2mAP: 55.14R-1: 45.99R-5: 65.07R-10: 73.54