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Models/TransReID

TransReID

Reported on 13 benchmarks across 3 tasks · 1 paper · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision13 results

Person Re-IdentificationonMarket-1501-C
Rank-1· 2021-02-08
53.19
SOTA
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonMarket-1501-C
mAP· 2021-02-08
27.38
SOTA
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonMarket-1501-C
mINP· 2021-02-08
1.98
SOTA
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonOccluded-DukeMTMC
Rank-1· 2021-02-08
66.4
best: 84.31 (KPR + SOLIDER)
SOTA
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonOccluded-DukeMTMC
mAP· 2021-02-08
59.2
best: 75.11 (KPR + SOLIDER)
SOTA
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Intelligent SurveillanceonVeRi-776
Rank-1· 2021-02-08
97.1
best: 98 (MBR4B-LAI (w/ RK))
SOTA
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Vehicle Re-IdentificationonVeRi-776
Rank-1· 2021-02-08
97.1
best: 98 (MBR4B-LAI (w/ RK))
SOTA
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonMSMT17
Rank-1· 2021-02-08
86.2
best: 91.7 (SOLIDER (with re-ranking))
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonMSMT17
mAP· 2021-02-08
69.4
best: 86.7 (CLIP-ReID (with re-ranking))
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonMarket-1501
Rank-1· 2021-02-08
95.2
best: 98 (st-ReID(RE, RK))
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Person Re-IdentificationonMarket-1501
mAP· 2021-02-08
89.5
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Intelligent SurveillanceonVeRi-776
mAP· 2021-02-08
82.3
best: 92.1 (MBR4B-LAI (w/ RK))
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378
Vehicle Re-IdentificationonVeRi-776
mAP· 2021-02-08
82.3
best: 92.1 (MBR4B-LAI (w/ RK))
TransReID: Transformer-based Object Re-Identification arXiv:2102.04378