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ResearchFormerly WizWand

Text-based Person Re-identification on CUHK-PEDES coarse-grained (test)

79.06Rank-1 AccuracyICL
65.155268.765172.37575.9849May 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=true2025.0579.0691.2694.7270.4454.7
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.0578.1891.6394.8369.5853.48
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=true2025.0577.9190.2794.1469.1353.4
NAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.0577.4790.8494.6769.4354.08
APTMImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=true, THI=false2025.0576.5390.0494.1566.91—
RaSaImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.0576.5190.2994.2569.38—
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.0576.4190.4894.3368.0451.99
RDEImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.0575.9490.1494.1267.5651.44
CFAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.0575.690.5394.3667.27—
IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.0574.0589.4893.6466.57—
TBPSImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.0573.5488.1992.3565.3849.25
IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.0573.3889.9393.7166.1350.24
CFineImage Enc.=CLIP-ViT, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.0569.5785.9391.15——
LCR2SImage Enc.=RN50, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.0567.3684.1989.6259.2—
IVTImage Enc.=ViT-Base, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.0565.6985.9391.1560.66—