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ResearchFormerly WizWand

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

0.7005Rank-1 AccuracyICL
0.5547960.5926230.630450.668277May 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=true2025.050.70050.83350.879142.79.13
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.050.69220.83490.880642.349.01
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=true2025.050.69020.82450.873641.218.3
APTMImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=true, THI=false2025.050.68510.82990.875641.22—
ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.050.68110.82590.875240.818.18
RDEImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.050.67680.82470.873640.067.87
NAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.050.66760.82020.871741.459.53
CFAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.050.65380.81170.863539.42—
RaSaImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.050.65280.8040.851241.29—
TBPSImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.050.65050.80340.854739.837.87
IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.050.64370.80750.861238.85—
IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.050.63460.80250.858238.067.93
CFineImage Enc.=CLIP-ViT, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.050.60830.76550.8242——
LCR2SImage Enc.=RN50, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.050.57930.76080.82438.21—
IVTImage Enc.=ViT-Base, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.050.56040.7360.8022——