Text-to-Image Retrieval on CUHK-PEDES
71.38Rank-1VGSG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VGSGArch.=ViT-Base, Reference=Ours2023.11 | 71.38 | 86.75 | 91.86 | 67.91 | |
| CFineArch.=ViT-Base, Reference=arXiv'222023.11 | 69.57 | 85.93 | 91.15 | — | |
| VGSGArch.=ResNet50, Reference=Ours2023.11 | 67.52 | 84.37 | 90.26 | 63.67 | |
| IVTArch.=ViT-Base, Reference=ECCVW'222023.11 | 65.59 | 83.11 | 89.21 | — | |
| C2A2Arch.=ResNet50, Reference=MM'222023.11 | 64.82 | 83.54 | 89.77 | — | |
| CAIBCArch.=ResNet50, Reference=MM'222023.11 | 64.43 | 82.87 | 88.37 | — | |
| LGURArch.=ResNet50, Reference=MM'222023.11 | 64.21 | 81.94 | 87.93 | — | |
| SRCFArch.=ResNet50, Reference=ECCV'222023.11 | 64.04 | 82.99 | 88.81 | — | |
| LBULArch.=ResNet50, Reference=MM'222023.11 | 64.04 | 82.66 | 87.22 | — | |
| ISANetArch.=ResNet50, Reference=arXiv'222023.11 | 63.92 | 82.15 | 87.69 | — | |
| TIPCBArch.=ResNet50, Reference=Neuro'222023.11 | 63.63 | 82.82 | 89.01 | 56.78 | |
| ACSAArch.=Swin-Tiny, Reference=TMM'222023.11 | 63.56 | 81.4 | 87.7 | — | |
| LapsCoreArch.=ResNet50, Reference=ICCV'212023.11 | 63.4 | — | 87.8 | — | |
| AXM-NetArch.=ResNet50, Reference=AAAI' 222023.11 | 61.9 | 79.41 | 85.75 | 57.38 | |
| TextReIDArch.=ResNet50, Reference=BMVC'212023.11 | 61.65 | 80.98 | 86.78 | 58.29 | |
| SSANArch.=ResNet50, Reference=arXiv'212023.11 | 61.37 | 80.15 | 86.73 | — | |
| MGELArch.=ResNet50, Reference=IJCAI'212023.11 | 60.27 | 80.01 | 86.74 | — | |
| NAFS (G)Arch.=ResNet50, Reference=arXiv'212023.11 | 59.36 | 79.13 | 86 | 54.07 | |
| HGANArch.=ResNet50, Reference=MM'202023.11 | 59 | 79.49 | 86.62 | — | |
| CMAAMArch.=ResNet50, Reference=WACV'202023.11 | 56.68 | 77.18 | 84.86 | — | |
| ViTAAArch.=ResNet50, Reference=ECCV'202023.11 | 54.92 | 75.18 | 82.9 | 51.6 | |
| CMKAArch.=ResNet50, Reference=TIP'212023.11 | 54.69 | 73.65 | 81.86 | — | |
| TIMAMArch.=ResNet101, Reference=ICCV'192023.11 | 54.51 | 77.56 | 84.78 | — | |
| PMAArch.=ResNet50, Reference=AAAI'202023.11 | 54.12 | 75.45 | 82.97 | — | |
| MIAArch.=ResNet50, Reference=TIP' 202023.11 | 53.1 | 75 | 82.9 | — | |
| CMPM/CArch.=MobileNet, Reference=ECCV'20182023.11 | 49.37 | 71.69 | 79.27 | — | |
| Dual PathArch.=ResNet50, Reference=TOMM'202023.11 | 44.4 | 66.26 | 75.07 | — | |
| GNA-RNNArch.=VGG16, Reference=CVPR'172023.11 | 19.05 | — | 53.64 | — |