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Models/QAConv

QAConv

Reported on 18 benchmarks across 3 tasks · 1 paper · 18 SOTA

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

Computer Vision10 results

Person Re-IdentificationonDukeMTMC-reID
MSMT17->Rank1· uses extra data· 2019-04-23
69.4
best: 75 (DCAC)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonDukeMTMC-reID
MSMT17->mAP· uses extra data· 2019-04-23
52.6
best: 58.4 (DCAC)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonMSMT17
Market-1501->Rank1· uses extra data· 2019-04-23
22.6
best: 52.1 (DCAC)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonMSMT17
Market-1501->mAP· uses extra data· 2019-04-23
7
best: 23.4 (DCAC)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17-All->Rank-1· uses extra data· 2019-04-23
25.3
best: 37.7 (ReMix)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17-All->mAP· uses extra data· 2019-04-23
22.6
best: 37.2 (ReMix)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonCUHK03-NP (detected)
Market-1501->Rank-1· uses extra data· 2019-04-23
9.9
best: 33.2 (DCAC)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonCUHK03-NP (detected)
Market-1501->mAP· uses extra data· 2019-04-23
8.6
best: 32.5 (DCAC)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonMarket-1501
MSMT17-All->Rank-1· uses extra data· 2019-04-23
72.6
best: 84 (ReMix)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Person Re-IdentificationonMarket-1501
MSMT17-All->mAP· uses extra data· 2019-04-23
43.1
best: 61 (ReMix)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424

Methodology4 results

Domain AdaptationonMarket to CUHK03
R1· 2019-04-23
33.3
best: 66.9 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Domain AdaptationonMarket to CUHK03
mAP· 2019-04-23
32.9
best: 66.4 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Domain AdaptationonCUHK03 to Market
R1· 2019-04-23
85
best: 93.9 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Domain AdaptationonCUHK03 to Market
mAP· 2019-04-23
66.5
best: 84.5 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424

Other4 results

Unsupervised Domain AdaptationonMarket to CUHK03
R1· 2019-04-23
33.3
best: 66.9 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Unsupervised Domain AdaptationonMarket to CUHK03
mAP· 2019-04-23
32.9
best: 66.4 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Unsupervised Domain AdaptationonCUHK03 to Market
R1· 2019-04-23
85
best: 93.9 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424
Unsupervised Domain AdaptationonCUHK03 to Market
mAP· 2019-04-23
66.5
best: 84.5 (CORE-ReID V2)
SOTA
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting arXiv:1904.10424