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ResearchFormerly WizWand

Person Re-Identification on PRCC

78.3Rank1 AccFoundation Fusion
19.5434.79550.0565.305Jun 13, 2023Oct 29, 2023Mar 15, 2024Aug 1, 2024Dec 17, 2024May 4, 2025Sep 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Foundation FusionFine-tuning=true2025.0778.374.77
CLIP-LFine-tuning=true2025.0773.370.2
Eva02-LFine-tuning=true2025.0772.3168.9
DINOv2-LFine-tuning=true2025.0770.9966.99
DIFFERVenue=CVPR 252025.0768.564.7
RGA-SC2023.0667.442.3
AIMv2-LFine-tuning=true2025.0764.3563.09
MADEVenue=IEEETM2025.0764.359.1
BSGA+CREVenue=BMVC 222025.0761.858.7
CCFAVenue=CVPR 232025.0761.258.4
VILLSVenue=WACV 252025.0758.455
AIMVenue=CVPR 232025.0757.958.3
CAL+3DInvarReIDBackbone=-2023.0856.557.2
CALBackbone=ResNet-502023.0855.255.8
CALVenue=CVPR 222025.0755.255.8
FSAMBackbone=ResNet-502023.0854.5—
IRMTraining Protocol=MTL, Multi-dataset training=true2023.0654.252.3
PASSVenue=ECCV 222025.0752.453.4
3DInvarReIDBackbone=ResNet-502023.0851.652.5
3DSLBackbone=ResNet-50×22023.0851.3—
SOLIDER†Venue=IEEE/CVF 232025.0750.149.9
IRMTraining Protocol=STL2023.0648.146
IANet2023.0646.345.9
CLIP-ReID (ViT-B)Method Category=Tr-ReID, Backbone=ViT-B, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0945.340.83
CCILMethod Category=CC-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0942.738.74
CIFTMethod Category=CM-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0941.8638.79
PCB2023.0641.838.7
PCBBackbone=ResNet-502023.0841.838.7
3DInvarReID#Backbone=ResNet-50, trained_on_dataset=Celeb-reID, initialization=CAL model2023.0840.721.4
Uni-ATMethod Category=AT-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0938.6738.88
BoTMethod Category=Tr-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0936.7826.78
CALMethod Category=CC-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0936.2133.63
DEENMethod Category=CM-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0935.7931.42
CLIP-ReID (R50)Method Category=Tr-ReID, Backbone=ResNet-50, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0935.7330.5
AIMMethod Category=CC-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0935.3933.67
CAJMethod Category=CM-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0935.0632.82
TransReIDMethod Category=Tr-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0934.9734.96
3DInvarReIDBackbone=ResNet-50, trained_on_dataset=Celeb-reID2023.0834.620.1
BaselineMethod Category=AT-ReID, Training Dataset=AT-USTC, Evaluation Protocol=Cross-dataset2025.0933.9533.63
CALBackbone=ResNet-50, trained_on_dataset=Celeb-reID2023.0831.620.3
HACNNBackbone=*2023.0821.8—
HACNN2023.06—21.8
TransReID2023.06—44.2