Image-Text Retrieval on MS-COCO 1K (test)
84.9Image-to-Text R@1CDDS
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CDDSBackbone=Swin, Resolution=384x384, Number of patches=12x122026.03 | 84.9 | 98 | 99.6 | 73.5 | 94.6 | 98 | 548.6 | |
| CDDSBackbone=Swin, Resolution=224x224, Number of patches=7x72026.03 | 84.6 | 97.9 | 99.4 | 72.1 | 93.5 | 97.6 | 545.1 | |
| LAPSBackbone=Swin, Resolution=384x384, Number of patches=12x122026.03 | 84.1 | 97.4 | 99.2 | 72.1 | 93.9 | 97.4 | 544.1 | |
| LAPSBackbone=Swin, Resolution=224x224, Number of patches=7x72026.03 | 84 | 97.6 | 99.3 | 72.1 | 93.7 | 97.3 | 544.1 | |
| VSE++Backbone=Swin, Resolution=224x224, Number of patches=7x72026.03 | 83.3 | 97.5 | 99.3 | 71 | 93 | 96.7 | 540.9 | |
| CHANBackbone=Swin, Resolution=384x384, Number of patches=12x122026.03 | 83.1 | 97.3 | 99.2 | 70.4 | 93.1 | 97.1 | 540.2 | |
| VSE++Backbone=Swin, Resolution=384x384, Number of patches=12x122026.03 | 82.9 | 97.7 | 99.4 | 71.3 | 93.5 | 97.3 | 542.1 | |
| SGRBackbone=Swin, Resolution=384x384, Number of patches=12x122026.03 | 81.9 | 96.7 | 99.1 | 69.3 | 92.8 | 96.7 | 536.6 | |
| CHANBackbone=Swin, Resolution=224x224, Number of patches=7x72026.03 | 81.6 | 97.2 | 99.3 | 70.6 | 93.7 | 97.6 | 539.8 | |
| SCANBackbone=Swin, Resolution=384x384, Number of patches=12x122026.03 | 81.6 | 96.8 | 99.1 | 69.1 | 92.7 | 96.7 | 536.1 | |
| SGRBackbone=Swin, Resolution=224x224, Number of patches=7x72026.03 | 81.2 | 97.1 | 99.1 | 69.9 | 93.2 | 97.2 | 537.7 | |
| SCANBackbone=Swin, Resolution=224x224, Number of patches=7x72026.03 | 80.9 | 97 | 99.1 | 69.7 | 93.1 | 97.1 | 536.9 | |
| CDDSBackbone=ViT, Resolution=384x384, Number of patches=24x242026.03 | 79.1 | 96.8 | 98.9 | 68.3 | 92.6 | 96.9 | 532.6 | |
| CDDSBackbone=ViT, Resolution=224x224, Number of patches=14x142026.03 | 79 | 95.9 | 98.7 | 66.5 | 91.8 | 96.8 | 528.7 | |
| LAPSBackbone=ViT, Resolution=224x224, Number of patches=14x142026.03 | 78.7 | 95.5 | 98.3 | 66.2 | 91.3 | 96.2 | 526.3 | |
| LAPSBackbone=ViT, Resolution=384x384, Number of patches=24x242026.03 | 78.7 | 96.3 | 98.9 | 68 | 92.4 | 96.8 | 531 | |
| CHANBackbone=ViT, Resolution=384x384, Number of patches=24x242026.03 | 78.1 | 95.8 | 98.6 | 66.1 | 92.1 | 96.6 | 527.3 | |
| SGRBackbone=ViT, Resolution=224x224, Number of patches=14x142026.03 | 77.2 | 95 | 98 | 65.1 | 90.7 | 95.8 | 521.8 | |
| CHANBackbone=ViT, Resolution=224x224, Number of patches=14x142026.03 | 77.1 | 95.1 | 98.1 | 65 | 91 | 96 | 522.2 | |
| VSE++Backbone=ViT, Resolution=384x384, Number of patches=24x242026.03 | 77 | 95.7 | 98.4 | 64.6 | 91.1 | 96.2 | 523 | |
| SCANBackbone=ViT, Resolution=384x384, Number of patches=24x242026.03 | 76.1 | 95.5 | 98.5 | 65.1 | 91.6 | 96.3 | 523.1 | |
| SCANBackbone=ViT, Resolution=224x224, Number of patches=14x142026.03 | 76 | 95.4 | 98.1 | 64.5 | 90.8 | 95.8 | 520.6 | |
| SGRBackbone=ViT, Resolution=384x384, Number of patches=24x242026.03 | 75.8 | 95.7 | 98.6 | 65.6 | 92 | 96.5 | 524.2 | |
| VSE++Backbone=ViT, Resolution=224x224, Number of patches=14x142026.03 | 75 | 94.6 | 98 | 62.7 | 89.4 | 94.9 | 514.6 |