Text-based Person Re-identification on RSTPReid coarse-grained (test)
72.55Rank-1 AccuracyICL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=true2025.05 | 72.55 | 86.6 | 91.3 | 55.19 | 31.72 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=true2025.05 | 70.55 | 85.95 | 91.65 | 53.68 | 30.13 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 70 | 86.6 | 91.7 | 54.16 | 30.93 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 67.7 | 86.05 | 91.75 | 52.62 | 29.36 | |
| APTMImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=true, THI=false2025.05 | 67.5 | 85.7 | 91.45 | 52.56 | — | |
| NAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 67.15 | 86.55 | 91.9 | 52 | 28.46 | |
| RaSaImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 66.9 | 86.5 | 91.35 | 52.31 | — | |
| RDEImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 65.35 | 83.95 | 89.9 | 50.88 | 28.08 | |
| CFAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 62.45 | 83.55 | 91.1 | 49.5 | — | |
| TBPSImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 62.1 | 81.9 | 87.75 | 48 | 25.86 | |
| IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 61.9 | 80.6 | 89.3 | 48.08 | — | |
| IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 60.2 | 81.3 | 88.2 | 47.17 | 25.28 | |
| LCR2SImage Enc.=RN50, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 54.95 | 76.65 | 84.7 | 40.92 | — | |
| CFineImage Enc.=CLIP-ViT, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 50.55 | 72.5 | 81.6 | — | — | |
| IVTImage Enc.=ViT-Base, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 46.7 | 70 | 78.8 | — | — |