Text-to-Image Person Retrieval on CUHK-PEDES
78.54R@1HAM(RDE) + MVR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HAM(RDE) + MVRVenue=-2026.04 | 78.54 | 91.39 | 95.08 | 70.22 | |
| HAM(RDE)Venue=CVPR '252026.04 | 77.99 | 91.34 | 95.03 | 69.72 | |
| AULVenue=AAAI '242026.04 | 77.23 | 90.43 | 94.25 | — | |
| CADAVenue=TMM '242026.04 | 77.2 | 90.68 | 93.92 | 68.45 | |
| HAM(IRRA) + MVRVenue=-2026.04 | 76.79 | 90.92 | 94.23 | 68.99 | |
| APTMVenue=ACM MM '232026.04 | 76.53 | 90.04 | 94.15 | 66.91 | |
| RaSaVenue=IJCAI '232026.04 | 76.51 | 90.29 | 94.25 | 69.38 | |
| F-WoRAVenue=WWW '252026.04 | 76.38 | 89.72 | 93.49 | 67.22 | |
| HAM(IRRA)Venue=CVPR '252026.04 | 76.25 | 90.63 | 94.74 | 68.58 | |
| RDE + MVRVenue=-2026.04 | 76.23 | 90.27 | 94.36 | 68.1 | |
| RDEVenue=CVPR '242026.04 | 75.94 | 90.14 | 94.12 | 67.56 | |
| PLOTVenue=ECCV '242026.04 | 75.28 | 90.42 | 94.12 | — | |
| PropotVenue=ACM MM '242026.04 | 74.89 | 89.9 | 94.17 | 67.12 | |
| FSRLVenue=ICMR '242026.04 | 74.65 | 89.77 | 94.03 | 67.49 | |
| IRLTVenue=AAAI '242026.04 | 74.46 | 90.19 | 94.01 | — | |
| LSPMVenue=TMM '242026.04 | 74.38 | 89.51 | 93.42 | 67.74 | |
| IRRA + MVRVenue=-2026.04 | 74.35 | 89.56 | 93.83 | 66.98 | |
| UMSAVenue=AAAI '242026.04 | 74.25 | 89.83 | 93.58 | 66.15 | |
| CRSTsetting=Standard HR setting2026.06 | 74.1 | — | — | 66.68 | |
| DCELVenue=ACM MM '232026.04 | 73.71 | 89.33 | 93.46 | — | |
| CFAMVenue=CVPR '242026.04 | 73.67 | 89.71 | 93.57 | 65.94 | |
| TBPS-CLIPVenue=AAAI '242026.04 | 73.54 | 88.19 | 92.35 | 65.38 | |
| TBPS-CLIPsetting=Standard HR setting2026.06 | 73.54 | — | — | 65.38 | |
| IRRAVenue=CVPR '232026.04 | 73.38 | 89.93 | 93.71 | 66.1 | |
| IRRAsetting=Standard HR setting2026.06 | 73.38 | — | — | 66.13 | |
| MMRefsetting=Standard HR setting2026.06 | 72.25 | — | — | 65.23 | |
| DM-Adaptersetting=Standard HR setting2026.06 | 72.17 | — | — | 64.33 | |
| Li et al.setting=Standard HR setting2026.06 | 71.59 | — | — | 65.03 | |
| RDEsetting=Standard HR setting2026.06 | 71.33 | — | — | 63.5 | |
| TP-TPSsetting=Standard HR setting2026.06 | 70.16 | — | — | 66.32 | |
| CFineVenue=TIP '232026.04 | 69.57 | 85.93 | 91.15 | — | |
| CFinesetting=Standard HR setting2026.06 | 69.57 | — | — | — | |
| UniPTVenue=ICCV '232026.04 | 68.5 | 84.67 | 90.38 | — | |
| UniPTsetting=Standard HR setting2026.06 | 68.5 | — | — | — | |
| VGSGVenue=TIP '232026.04 | 67.52 | 84.37 | 90.26 | — | |
| LCR2SVenue=ACM MM '232026.04 | 67.36 | 84.19 | 89.62 | 59.2 | |
| LCR2Ssetting=Standard HR setting2026.06 | 67.36 | — | — | 59.24 | |
| IVTsetting=Standard HR setting2026.06 | 65.59 | — | — | 60.66 | |
| PBSLsetting=Standard HR setting2026.06 | 65.32 | — | — | — | |
| LGURVenue=ACM MM '222026.04 | 65.25 | 83.12 | 89 | — | |
| AXM-Netsetting=Standard HR setting2026.06 | 64.44 | — | — | 58.73 | |
| CAIBCVenue=ACM MM '222026.04 | 64.43 | 82.87 | 88.37 | — | |
| LBULsetting=Standard HR setting2026.06 | 64.04 | — | — | — | |
| ISANetsetting=Standard HR setting2026.06 | 63.92 | — | — | — | |
| SSANsetting=Standard HR setting2026.06 | 61.37 | — | — | — | |
| NAFSsetting=Standard HR setting2026.06 | 59.36 | — | — | 54.07 | |
| TIMAMsetting=Standard HR setting2026.06 | 54.51 | — | — | — |