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Models/ECN

ECN

Reported on 66 benchmarks across 3 tasks · 1 paper · 34 SOTA

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

Computer Vision26 results

Person Re-IdentificationonMarket-1501->DukeMTMC-reID
Rank-1· 2019-04-03
63.3
best: 84.8 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
Rank-10· 2019-04-03
80.4
best: 94.4 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
Rank-20· 2019-04-03
84.2
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
Rank-5· 2019-04-03
75.8
best: 92.5 (MMT-ResNet50)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
mAP· 2019-04-03
40.4
best: 74.8 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->MSMT17
Rank-5· 2019-04-03
41.5
best: 82.9 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->Market-1501
Rank-1· 2019-04-03
75.1
best: 93.6 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->Market-1501
Rank-10· 2019-04-03
91.6
best: 98.7 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->Market-1501
Rank-20· 2019-04-03
94.5
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->Market-1501
Rank-5· 2019-04-03
87.6
best: 97.7 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->Market-1501
mAP· 2019-04-03
43
best: 84.4 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->MSMT17
Rank-5· 2019-04-03
36.3
best: 80.3 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID
MAP· 2019-04-03
40.4
best: 76.8 (TMGF)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2019-04-03
63.3
best: 95.6 (CTL Model (ResNet50, 256x128))
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID
Rank-10· 2019-04-03
80.4
best: 97.9 (CTL Model (ResNet50, 256x128))
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID
Rank-5· 2019-04-03
75.8
best: 96.5 (Viewpoint-Aware Loss(RK))
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->MSMT17
Rank-1· 2019-04-03
30.2
best: 72.2 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->MSMT17
Rank-10· 2019-04-03
46.8
best: 86.3 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonDukeMTMC-reID->MSMT17
mAP· 2019-04-03
10.2
best: 45.2 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->MSMT17
Rank-1· 2019-04-03
25.3
best: 69.5 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->MSMT17
Rank-10· 2019-04-03
42.1
best: 84.4 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501->MSMT17
mAP· 2019-04-03
8.5
best: 41.9 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501
MAP· 2019-04-03
43
best: 89.6 (TransReID-SSL (ViTi-S))
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501
Rank-1· 2019-04-03
75.1
best: 98 (st-ReID(RE, RK))
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501
Rank-10· 2019-04-03
91.6
best: 98.7 (TMGF)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Person Re-IdentificationonMarket-1501
Rank-5· 2019-04-03
87.6
best: 98.9 (st-ReID(RE, RK))
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990

Methodology20 results

Domain AdaptationonDuke to MSMT
rank-5· 2019-04-03
41.5
best: 82.9 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Small
R-1· 2019-04-03
73.4
best: 76.6 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Small
R-5· 2019-04-03
88.8
best: 90.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Small
mAP· 2019-04-03
34.7
best: 40.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonMarket to MSMT
rank-5· 2019-04-03
36.3
best: 82.4 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Large
R-1· 2019-04-03
61
best: 62.1 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Large
R-5· 2019-04-03
78.2
best: 79.8 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Large
mAP· 2019-04-03
24.7
best: 27.8 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Medium
R-1· 2019-04-03
68.6
best: 70.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Medium
R-5· 2019-04-03
84.6
best: 86.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VERI-Wild Medium
mAP· 2019-04-03
30.6
best: 34.9 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonDuke to MSMT
mAP· 2019-04-03
10.2
best: 45.2 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonDuke to MSMT
rank-1· 2019-04-03
30.2
best: 72.2 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonDuke to MSMT
rank-10· 2019-04-03
46.8
best: 86.3 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonMarket to MSMT
mAP· 2019-04-03
8.5
best: 44.1 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonMarket to MSMT
rank-1· 2019-04-03
25.3
best: 71.3 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonMarket to MSMT
rank-10· 2019-04-03
42.1
best: 86 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VeRi-776
Rank-1· 2019-04-03
57.41
best: 80.4 (SPCL)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VeRi-776
Rank-5· 2019-04-03
70.53
best: 89.05 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Domain AdaptationonVehicleID to VeRi-776
mAP· 2019-04-03
20.06
best: 49.5 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990

Other20 results

Unsupervised Domain AdaptationonDuke to MSMT
rank-5· 2019-04-03
41.5
best: 82.9 (CORE-ReID)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Small
R-1· 2019-04-03
73.4
best: 76.6 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Small
R-5· 2019-04-03
88.8
best: 90.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Small
mAP· 2019-04-03
34.7
best: 40.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonMarket to MSMT
rank-5· 2019-04-03
36.3
best: 82.4 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Large
R-1· 2019-04-03
61
best: 62.1 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Large
R-5· 2019-04-03
78.2
best: 79.8 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Large
mAP· 2019-04-03
24.7
best: 27.8 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Medium
R-1· 2019-04-03
68.6
best: 70.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Medium
R-5· 2019-04-03
84.6
best: 86.2 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Medium
mAP· 2019-04-03
30.6
best: 34.9 (CORE-ReID V2)
SOTA
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonDuke to MSMT
mAP· 2019-04-03
10.2
best: 45.2 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonDuke to MSMT
rank-1· 2019-04-03
30.2
best: 72.2 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonDuke to MSMT
rank-10· 2019-04-03
46.8
best: 86.3 (CORE-ReID)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonMarket to MSMT
mAP· 2019-04-03
8.5
best: 44.1 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonMarket to MSMT
rank-1· 2019-04-03
25.3
best: 71.3 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonMarket to MSMT
rank-10· 2019-04-03
42.1
best: 86 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VeRi-776
Rank-1· 2019-04-03
57.41
best: 80.4 (SPCL)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VeRi-776
Rank-5· 2019-04-03
70.53
best: 89.05 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990
Unsupervised Domain AdaptationonVehicleID to VeRi-776
mAP· 2019-04-03
20.06
best: 49.5 (CORE-ReID V2)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification arXiv:1904.01990