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ResearchFormerly WizWand

Person Re-Identification on LTCC

78.1Rank-1 AccCSSC
0.82820.88940.9561.011Aug 21, 2023Dec 25, 2023Apr 30, 2024Sep 4, 2024Jan 9, 2025May 16, 2025Sep 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
CSSCModality=RGB, Extra ground-truth clothing labels=false2024.0578.140.2
CCFAModality=RGB, Extra ground-truth clothing labels=true, Multiple training stages=true2024.0576.542.6
DCR-ReIDModality=RGB, Extra ground-truth clothing labels=true2024.0576.341.1
AIMModality=RGB, Extra ground-truth clothing labels=true2024.0575.842.5
UCADModality=RGB+sil., Extra ground-truth clothing labels=true2024.0574.445.3
CALModality=RGB+sil.+sketch, Extra ground-truth clothing labels=true2024.0574.240.8
ACIDModality=RGB, Extra ground-truth clothing labels=false2024.0573.235.4
GI-ReIDModality=RGB+sil., Extra ground-truth clothing labels=false, Multiple training stages=true2024.0573.235.3
TransReIDModality=RGB, Extra ground-truth clothing labels=false2024.0570.437
PCBModality=RGB, Extra ground-truth clothing labels=false2024.0565.130.6
RCSANetModality=RGB, Extra ground-truth clothing labels=false, Multiple training stages=true2024.0565.130.6
IANetModality=RGB, Extra ground-truth clothing labels=false2024.0563.731
FSAMModality=RGB+pose+sil., Extra ground-truth clothing labels=false2024.0563.229.4
HA-CNNModality=RGB, Extra ground-truth clothing labels=false2024.0560.226.7
CAL+3DInvarReIDBackbone=-2023.0840.918.9
CALBackbone=ResNet-502023.0840.118
CLIP-ReID (ViT-B)Method Category=Tr-ReID, Backbone=ViT-B, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0938.5217.24
FSAMBackbone=ResNet-502023.0838.516.2
3DInvarReIDBackbone=ResNet-502023.0837.816.7
3DSLBackbone=ResNet-50×22023.0831.214.8
CALMethod Category=CC-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0929.5912.03
AIMMethod Category=CC-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0928.5712.3
Uni-ATMethod Category=AT-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0928.3215.66
CLIP-ReID (R50)Method Category=Tr-ReID, Backbone=ResNet-50, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0928.0611.22
CAJMethod Category=CM-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0926.5310.75
BoTMethod Category=Tr-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0926.288.11
CIFTMethod Category=CM-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0926.2810.7
DEENMethod Category=CM-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0925.5110.27
TransReIDMethod Category=Tr-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0924.4911.25
CCILMethod Category=CC-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0924.4910.87
PCBBackbone=ResNet-502023.0823.510
BaselineMethod Category=AT-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0922.1912.75
HACNNBackbone=*2023.0821.69.3
3DInvarReID#Backbone=ResNet-50, trained_on_dataset=Celeb-reID, initialization=CAL model2023.085.62.8
3DInvarReIDBackbone=ResNet-50, trained_on_dataset=Celeb-reID2023.085.12.8
CALBackbone=ResNet-50, trained_on_dataset=Celeb-reID2023.083.82.8