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ResearchFormerly WizWand

Person Re-identification on DeepChange

98.14Top-1 AccFoundation Fusion
37.154452.987268.8284.6528Apr 14, 2022Oct 30, 2022May 17, 2023Dec 3, 2023Jun 19, 2024Jan 4, 2025Jul 23, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Foundation FusionFine-tuning=true2025.0798.1445.85
Eva02-LFine-tuning=true2025.0797.5242.78
DINOv2-LFine-tuning=true2025.0797.2339.55
CLIP-LFine-tuning=true2025.0796.8537.54
AIMv2-LFine-tuning=true2025.0796.6736.78
RLQAttributes=S, P, G2025.0558.822.1
FIRe²Cloth-Labels=false2023.0857.920
Baseline: Base ModelAttributes=S2025.0557.721.4
M2Net-FAttributes=S, C2025.0557.219.6
MCSC-CAL2025.0556.921.5
CLIP3DAttributes=B, Text2025.0556.720.8
IMS+GEP2025.0555.118.3
CAL2022.045419
CALCloth-Labels=true2023.085419
Baseline: CAL2025.055419
CALVenue=CVPR 222025.075419
SCNetCloth-Labels=false2023.0853.518.7
BaselineCloth-Labels=false, Triplet Loss=true2023.0852.516.1
BaselineCloth-Labels=false, Triplet Loss=false2023.0851.616
baseline2022.0450.615.9
ViT-B/16Cloth-Labels=false2023.0849.815
BoT2022.0447.513
OSNet2022.0439.710.3
OSNetCloth-Labels=false2023.0839.710.3
ReIDCaps2022.0439.511.3
ReIDCapsCloth-Labels=false2023.0839.511.3