Image Retrieval on CO3D-Retrieve With masked backgrounds
85.17R@1RRT + R50 w/ LMaxEPI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RRT + R50 w/ LMaxEPIBackbone=ResNet-50, Positional Encoding=MaxEPI2022.11 | 85.17 | 92.46 | 95.14 | 28.21 | |
| RRT + R50 w/ LEPIBackbone=ResNet-50, Positional Encoding=LEPI2022.11 | 85.07 | 92.42 | 95.11 | 28.07 | |
| RRT + R50 (finetune)Backbone=ResNet-50, Training Protocol=finetune, Label=SOTA2022.11 | 83.28 | 92.13 | 95.05 | 27.33 | |
| RRT + R50 w/ EPEBackbone=ResNet-50, Positional Encoding=Epipolar Positional Encoding (EPE)2022.11 | 82.79 | 91.96 | 94.99 | 26.58 | |
| RRT + R50 (frozen)Backbone=ResNet-50, Training Protocol=frozen2022.11 | 82.45 | 91.89 | 94.85 | 26.16 | |
| R50 (trained)Backbone=ResNet-50, Training Protocol=trained on CO3D-Retrieve2022.11 | 78.82 | 91.3 | 94.72 | 24.85 | |
| R50Backbone=ResNet-50, Training Protocol=Pretrained2022.11 | 63.81 | 80.3 | 89.37 | 16.79 | |
| VGG16Backbone=VGG16, Training Protocol=Pretrained2022.11 | 63.56 | 81.11 | 89.24 | 16.73 | |
| NetVLADTraining Protocol=Pretrained2022.11 | 63.19 | 80.84 | 89.27 | 16.61 |