Text-based Person Re-identification on ICFG-PEDES
71.7R@1BAMG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BAMGAdditional Information=human parsing2026.04 | 71.7 | 86.34 | 89.71 | 42.37 | |
| InterPartAbilityImage Enc.=CLIP-ViT, Text Enc.=CLIP-X., Interp.=✓2026.04 | 69.92 | — | — | 42.03 | |
| ITSELF2026.04 | 69.23 | 82.84 | 87.62 | 43.8 | |
| GITMBackbone=Swinv2-B2026.04 | 69.22 | 83.56 | 88.13 | 48.23 | |
| ICLImage Enc.=CLIP-ViT, Text Enc.=CLIP-X., Interp.=×2026.04 | 69.22 | — | — | 42.34 | |
| AUL2026.04 | 69.16 | 83.32 | 88.37 | — | |
| APTM (Baseline)Backbone=Swinv2-B2026.04 | 68.71 | 83.67 | 88.39 | 44.28 | |
| APTM2026.04 | 68.51 | 82.99 | 87.56 | 41.22 | |
| APTMImage Enc.=Swin-B, Text Enc.=BERT, Interp.=×2026.04 | 68.51 | — | — | 41.22 | |
| DiCo2026.04 | 67.81 | 83.29 | 87.62 | — | |
| DiCOImage Enc.=CLIP-ViT, Text Enc.=CLIP-X., Interp.=✓2026.04 | 67.81 | — | — | — | |
| RDECategory=T2I-only2026.06 | 67.7 | — | — | 40.1 | |
| RDE2026.04 | 67.68 | 82.47 | 87.36 | 40.06 | |
| MARSImage Enc.=Swin-B, Text Enc.=BERT, Interp.=×2026.04 | 67.6 | — | — | 44.93 | |
| MARSCategory=T2I-only2026.06 | 67.6 | — | — | 44.9 | |
| OursCategory=Unified2026.06 | 67.6 | — | — | 42.6 | |
| NAMImage Enc.=CLIP-ViT, Text Enc.=CLIP-X., Interp.=×2026.04 | 66.76 | — | — | 41.45 | |
| HPLCategory=Unified2026.06 | 66.6 | — | — | 44.1 | |
| PLOTImage Enc.=CLIP-ViT, Text Enc.=CLIP-X., Interp.=✓2026.04 | 65.76 | — | — | — | |
| CFAMCategory=T2I-only2026.06 | 65.4 | — | — | 39.4 | |
| RaSaCategory=T2I-only2026.06 | 65.3 | — | — | 41.3 | |
| RaSa2026.04 | 65.28 | 80.04 | 85.12 | 41.29 | |
| TBPS-CLIP2026.04 | 65.05 | 80.34 | 85.47 | 39.83 | |
| IRRAImage Enc.=CLIP-ViT, Text Enc.=CLIP-X., Interp.=×2026.04 | 64.37 | — | — | 38.85 | |
| SAMC2026.04 | 63.68 | 79.69 | 85.21 | 42.41 | |
| IRRACategory=T2I-only2026.06 | 63.5 | — | — | 38.1 | |
| IRRA2026.04 | 63.46 | 80.25 | 85.82 | 38.06 | |
| MACF2026.04 | 62.95 | 79.93 | 85.04 | — | |
| CFine2026.04 | 60.83 | 76.55 | 82.42 | — | |
| LGUR2026.04 | 59.02 | 75.32 | 81.56 | — | |
| IVT2026.04 | 56.04 | 73.6 | 80.22 | — | |
| SSAN2026.04 | 54.23 | 72.63 | 79.53 | — | |
| SCAN2026.04 | 50.05 | 69.65 | 77.21 | — | |
| MIA2026.04 | 46.49 | 67.14 | 75.18 | — | |
| Dual Path2026.04 | 38.99 | 59.44 | 68.41 | — | |
| ReTextCategory=Unified2026.06 | 30.2 | — | — | 22.9 |