Composed Person Retrieval on SynCPR (test)
46.54R@1FAFA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FAFADomain=CPR, Pretraining Data=SynCPR, Setting=Combination2023.11 | 46.54 | 66.21 | 73.12 | 55.6 | |
| SPRCDomain=CIR, Pretraining Data=SynCPR, Setting=Combination2023.11 | 42.27 | 61.81 | 69.35 | 51.62 | |
| CaLaDomain=CIR, Pretraining Data=SynCPR, Setting=Combination2023.11 | 39.33 | 60.85 | 68.66 | 49.29 | |
| FIRe2 + RaSaDomain=Fuse, Setting=Image + Text2023.11 | 32.89 | 54.27 | 62.03 | 42.16 | |
| SOLIDER + RaSaDomain=Fuse, Setting=Image + Text2023.11 | 30.97 | 52.86 | 61.81 | 41.22 | |
| RDEDomain=TPR, Pretraining Data=CUHK-PEDES [4], Setting=Image + Text2023.11 | 29.79 | 51.82 | 60.49 | 40.1 | |
| RaSaDomain=TPR, Pretraining Data=CUHK-PEDES [4], Setting=Text-only2023.11 | 28.02 | 49.23 | 57.77 | 38.04 | |
| CoVR-BLIPDomain=ZSCIR, Pretraining Data=WebVid-CoVR [81], Setting=Combination2023.11 | 26.75 | 47.68 | 56.36 | 36.49 | |
| RDEDomain=TPR, Pretraining Data=CUHK-PEDES [4], Setting=Text-only2023.11 | 26.43 | 47.41 | 56.45 | 36.35 | |
| IRRADomain=TPR, Pretraining Data=CUHK-PEDES [4], Setting=Text-only2023.11 | 26.39 | 46.46 | 56.27 | 36.13 | |
| SPRCDomain=CIR, Pretraining Data=CIRR [6], Setting=Combination2023.11 | 25.07 | 45.73 | 54.5 | 35.05 | |
| CaLaDomain=CIR, Pretraining Data=CIRR [6], Setting=Combination2023.11 | 24.02 | 44.64 | 53.45 | 34.08 | |
| LinCIR (ViT-G)Domain=ZSCIR, Setting=Combination2023.11 | 23.93 | 44.46 | 53.18 | 33.95 | |
| Pic2WordDomain=ZSCIR, Pretraining Data=CC3M [80], Setting=Combination2023.11 | 21.21 | 37.15 | 44.51 | 29.11 | |
| FIRE2Domain=CC-IPR, Pretraining Data=LTCC [77], Setting=Image-only2023.11 | 10.76 | 22.84 | 29.29 | 17 | |
| CALDomain=CC-IPR, Pretraining Data=LTCC [77], Setting=Image-only2023.11 | 9.86 | 22.34 | 29.2 | 16.45 | |
| SOLIDERDomain=IPR, Pretraining Data=Market-1501 [73], Setting=Image-only2023.11 | 8.45 | 18.48 | 23.89 | 13.74 | |
| CLIP-REIDDomain=IPR, Pretraining Data=Market-1501 [73], Setting=Image-only2023.11 | 7.95 | 18.12 | 22.75 | 13.31 | |
| TransReIDDomain=IPR, Pretraining Data=Market-1501 [73], Setting=Image-only2023.11 | 7.27 | 17.3 | 22.75 | 12.57 | |
| RDEDomain=TPR, Pretraining Data=CUHK-PEDES [4], Setting=Image-only2023.11 | 6.31 | 13.78 | 18.46 | 10.43 |