Image Retrieval on CO3D-Retrieve Full images
90.69R@1RRT + R50 w/ LMaxEPI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RRT + R50 w/ LMaxEPIBackbone=ResNet-50, Positional Encoding=MaxEPI2022.11 | 90.69 | 97.38 | 98.1 | 49.6 | |
| RRT + R50 w/ LEPIBackbone=ResNet-50, Positional Encoding=LEPI2022.11 | 90.57 | 97.33 | 98.1 | 49.52 | |
| RRT + R50 (finetune)Backbone=ResNet-50, Training Protocol=finetune, Label=SOTA2022.11 | 89.2 | 96.85 | 97.89 | 48.81 | |
| RRT + R50 w/ EPEBackbone=ResNet-50, Positional Encoding=Epipolar Positional Encoding (EPE)2022.11 | 88.53 | 96.41 | 97.83 | 47.99 | |
| RRT + R50 (frozen)Backbone=ResNet-50, Training Protocol=frozen2022.11 | 88.07 | 96.29 | 97.75 | 47.6 | |
| R50 (trained)Backbone=ResNet-50, Training Protocol=trained on CO3D-Retrieve2022.11 | 86.06 | 95.62 | 97.65 | 45.34 | |
| NetVLADTraining Protocol=Pretrained2022.11 | 67.01 | 85.17 | 91.72 | 22.63 | |
| R50Backbone=ResNet-50, Training Protocol=Pretrained2022.11 | 66.48 | 85.34 | 91.74 | 22.79 | |
| VGG16Backbone=VGG16, Training Protocol=Pretrained2022.11 | 66.21 | 85.18 | 91.66 | 22.51 |