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Models/QAConv-GS

QAConv-GS

Reported on 36 benchmarks across 1 task · 2 papers · 34 SOTA

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

Computer Vision36 results

Person Re-IdentificationonClonedPerson
Rank-1· 2022-04-06
91.1
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
mAP· 2022-04-06
68.9
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
MSMT17->Rank-1· uses extra data· 2022-04-06
39.8
best: 51.8 (TransMatcher)
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
MSMT17->mAP· uses extra data· 2022-04-06
6.3
best: 9 (TransMatcher)
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
Market-1501->Rank-1· uses extra data· 2022-04-06
40.3
best: 50.1 (TransMatcher)
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
Market-1501->mAP· uses extra data· 2022-04-06
5.9
best: 9.2 (TransMatcher)
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
RandPerson->Rank-1· uses extra data· 2022-04-06
65.3
best: 67.8 (TransMatcher)
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
RandPerson->mAP· uses extra data· 2022-04-06
19.9
best: 22.1 (TransMatcher)
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonDukeMTMC-reID
MSMT17-All->Rank-1· uses extra data· 2021-04-04
71.3
best: 77.6 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonDukeMTMC-reID
MSMT17-All->mAP· uses extra data· 2021-04-04
53.5
best: 61.6 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMSMT17
ClonedPerson->Rank-1· uses extra data· 2021-04-04
49.1
best: 51.6 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMSMT17
ClonedPerson->mAP· uses extra data· 2021-04-04
18.5
best: 20.8 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMSMT17
Market-1501->Rank1· uses extra data· 2021-04-04
45.9
best: 52.1 (DCAC)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMSMT17
Market-1501->mAP· uses extra data· 2021-04-04
17.2
best: 23.4 (DCAC)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMSMT17
RandPerson->Rank-1· uses extra data· 2021-04-04
45.1
best: 48.3 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMSMT17
RandPerson->mAP· uses extra data· 2021-04-04
15.5
best: 17.7 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
ClonedPerson->Rank-1· uses extra data· 2021-04-04
22.6
best: 25.4 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
ClonedPerson->mAP· uses extra data· 2021-04-04
21.8
best: 24.4 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17->Rank-1· uses extra data· 2021-04-04
20.9
best: 34.4 (DCAC)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17->mAP· uses extra data· 2021-04-04
20.6
best: 34.1 (DCAC)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17-All->Rank-1· uses extra data· 2021-04-04
27.6
best: 37.7 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17-All->mAP· uses extra data· 2021-04-04
28
best: 37.2 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
Market-1501->Rank-1· uses extra data· 2021-04-04
19.1
best: 33.2 (DCAC)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
Market-1501->mAP· uses extra data· 2021-04-04
18.1
best: 32.5 (DCAC)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
RandPerson->Rank-1· uses extra data· 2021-04-04
18.4
best: 19.3 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonCUHK03-NP (detected)
RandPerson->mAP· uses extra data· 2021-04-04
16.1
best: 18.4 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
ClonedPerson->Rank-1· uses extra data· 2021-04-04
84.5
best: 84.8 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
ClonedPerson->mAP· uses extra data· 2021-04-04
59.9
best: 62.3 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
MSMT17->Rank-1· uses extra data· 2021-04-04
79.1
best: 80.1 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
MSMT17->mAP· uses extra data· 2021-04-04
49.5
best: 52.4 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
MSMT17-All->Rank-1· uses extra data· 2021-04-04
82.4
best: 84 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
MSMT17-All->mAP· uses extra data· 2021-04-04
56.9
best: 61 (ReMix)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
RandPerson->Rank-1· uses extra data· 2021-04-04
76.7
best: 77.3 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonMarket-1501
RandPerson->mAP· uses extra data· 2021-04-04
46.7
best: 49.1 (TransMatcher)
SOTA
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonDukeMTMC-reID
MSMT17->Rank1· uses extra data· 2021-04-04
67.3
best: 75 (DCAC)
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546
Person Re-IdentificationonDukeMTMC-reID
MSMT17->mAP· uses extra data· 2021-04-04
49.4
best: 58.4 (DCAC)
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification arXiv:2104.01546