Object Detection on xView (test)
17.74AP50MoCo-V2-Geo+TP
Evaluation results
| Method | Links | |
|---|---|---|
| MoCo-V2-Geo+TPBackbone=ResNet-50, Architecture=RetinaNet, Pre-training=MoCo-V2 with Geo-location and Temporal Positive pairs2020.11 | 17.74 | |
| MoCo-V2-TPBackbone=ResNet-50, Architecture=RetinaNet, Pre-training=MoCo-V2 with Temporal Positive pairs2020.11 | 17.65 | |
| MoCo-V2-GeoBackbone=ResNet-50, Architecture=RetinaNet, Pre-training=MoCo-V2 with Geo-location classification2020.11 | 15.63 | |
| MoCo-V2Backbone=ResNet-50, Architecture=RetinaNet, Pre-training=MoCo-V22020.11 | 15.45 | |
| Sup. Learning (IN wts. init.)Backbone=ResNet-50, Architecture=RetinaNet, Pre-training=Supervised Learning (ImageNet weights initialization)2020.11 | 14.44 | |
| Sup. Learning (Scratch)Backbone=ResNet-50, Architecture=RetinaNet, Pre-training=Supervised Learning (From Scratch)2020.11 | 14.42 | |
| Random Init.Backbone=ResNet-50, Architecture=RetinaNet, Pre-training=Random Initialization2020.11 | 10.75 |