Text-based Person Re-identification on ICFG-PEDES coarse-grained (test)
0.7005Rank-1 AccuracyICL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=true2025.05 | 0.7005 | 0.8335 | 0.8791 | 42.7 | 9.13 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 0.6922 | 0.8349 | 0.8806 | 42.34 | 9.01 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=true2025.05 | 0.6902 | 0.8245 | 0.8736 | 41.21 | 8.3 | |
| APTMImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=true, THI=false2025.05 | 0.6851 | 0.8299 | 0.8756 | 41.22 | — | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 0.6811 | 0.8259 | 0.8752 | 40.81 | 8.18 | |
| RDEImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 0.6768 | 0.8247 | 0.8736 | 40.06 | 7.87 | |
| NAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 0.6676 | 0.8202 | 0.8717 | 41.45 | 9.53 | |
| CFAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 0.6538 | 0.8117 | 0.8635 | 39.42 | — | |
| RaSaImage Enc.=Swin-B, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 0.6528 | 0.804 | 0.8512 | 41.29 | — | |
| TBPSImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 0.6505 | 0.8034 | 0.8547 | 39.83 | 7.87 | |
| IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=true, THI=false2025.05 | 0.6437 | 0.8075 | 0.8612 | 38.85 | — | |
| IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X, ReID-domain pre-training=false, THI=false2025.05 | 0.6346 | 0.8025 | 0.8582 | 38.06 | 7.93 | |
| CFineImage Enc.=CLIP-ViT, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 0.6083 | 0.7655 | 0.8242 | — | — | |
| LCR2SImage Enc.=RN50, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 0.5793 | 0.7608 | 0.824 | 38.21 | — | |
| IVTImage Enc.=ViT-Base, Text Enc.=BERT, ReID-domain pre-training=false, THI=false2025.05 | 0.5604 | 0.736 | 0.8022 | — | — |