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Models/ReMix

ReMix

Reported on 28 benchmarks across 1 task · 1 paper · 19 SOTA

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

Computer Vision28 results

Person Re-IdentificationonDukeMTMC-reID
MSMT17->Rank1· uses extra data· 2024-10-29
71.6
best: 75 (DCAC)
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
MSMT17->mAP· uses extra data· 2024-10-29
52.8
best: 58.4 (DCAC)
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
MSMT17-All->Rank-1· uses extra data· 2024-10-29
77.6
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
MSMT17-All->mAP· uses extra data· 2024-10-29
61.6
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
Market-1501->Rank1· uses extra data· 2024-10-29
58.4
best: 69.1 (DCAC)
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
Market-1501->mAP· uses extra data· 2024-10-29
38.8
best: 49.5 (DCAC)
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
RandPerson->Rank1· uses extra data· 2024-10-29
63.2
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
RandPerson->mAP· uses extra data· 2024-10-29
42.8
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17->Rank-1· uses extra data· 2024-10-29
27.3
best: 34.4 (DCAC)
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17->mAP· uses extra data· 2024-10-29
27.4
best: 34.1 (DCAC)
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17-All->Rank-1· uses extra data· 2024-10-29
37.7
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17-All->mAP· uses extra data· 2024-10-29
37.2
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonCUHK03-NP (detected)
RandPerson->Rank-1· uses extra data· 2024-10-29
19.3
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonCUHK03-NP (detected)
RandPerson->mAP· uses extra data· 2024-10-29
18.4
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
DukeMTMC-reID->Rank1· uses extra data· 2024-10-29
71.3
best: 71.5 (DCAC)
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
DukeMTMC-reID->mAP· uses extra data· 2024-10-29
43
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
MSMT17->mAP· uses extra data· 2024-10-29
52.4
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
MSMT17-All->Rank-1· uses extra data· 2024-10-29
84
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
MSMT17-All->mAP· uses extra data· 2024-10-29
61
SOTA
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMSMT17
Rank-1· uses extra data· 2024-10-29
84.8
best: 91.7 (SOLIDER (with re-ranking))
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMSMT17
mAP· uses extra data· 2024-10-29
63.9
best: 86.7 (CLIP-ReID (with re-ranking))
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
Rank-1· 2024-10-29
96.2
best: 98 (st-ReID(RE, RK))
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
mAP· 2024-10-29
89.8
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
Rank-1· uses extra data· 2024-10-29
89.6
best: 95.6 (CTL Model (ResNet50, 256x128))
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonDukeMTMC-reID
mAP· uses extra data· 2024-10-29
79.8
best: 97.1 (DenseIL)
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
MSMT17->Rank-1· uses extra data· 2024-10-29
78.2
best: 80.1 (TransMatcher)
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
RandPerson->Rank-1· uses extra data· 2024-10-29
72.7
best: 77.3 (TransMatcher)
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938
Person Re-IdentificationonMarket-1501
RandPerson->mAP· uses extra data· 2024-10-29
45.4
best: 49.1 (TransMatcher)
ReMix: Training Generalized Person Re-identification on a Mixture of Data arXiv:2410.21938