Text-based Person Re-identification on CUHK-PEDES coarse-grained (test)
79.06Rank-1 AccuracyICL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=true2025.05 | 79.06 | 91.26 | 94.72 | 70.44 | 54.7 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 78.18 | 91.63 | 94.83 | 69.58 | 53.48 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=true2025.05 | 77.91 | 90.27 | 94.14 | 69.13 | 53.4 | |
| NAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 77.47 | 90.84 | 94.67 | 69.43 | 54.08 | |
| APTMImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=true, THI=false2025.05 | 76.53 | 90.04 | 94.15 | 66.91 | — | |
| RaSaImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 76.51 | 90.29 | 94.25 | 69.38 | — | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 76.41 | 90.48 | 94.33 | 68.04 | 51.99 | |
| RDEImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 75.94 | 90.14 | 94.12 | 67.56 | 51.44 | |
| CFAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 75.6 | 90.53 | 94.36 | 67.27 | — | |
| IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 74.05 | 89.48 | 93.64 | 66.57 | — | |
| TBPSImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 73.54 | 88.19 | 92.35 | 65.38 | 49.25 | |
| IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 73.38 | 89.93 | 93.71 | 66.13 | 50.24 | |
| CFineImage Enc.=CLIP-ViT, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 69.57 | 85.93 | 91.15 | — | — | |
| LCR2SImage Enc.=RN50, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 67.36 | 84.19 | 89.62 | 59.2 | — | |
| IVTImage Enc.=ViT-Base, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 65.69 | 85.93 | 91.15 | 60.66 | — |