Object Detection on HRSC 2016
90.46mAPPolarDet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PolarDetBackbone=ResNet50, Image Size=1024*1024, Data Aug.=true, Speed=25fps2020.10 | 90.46 | — | |
| S²A-Net#Anchor=12020.08 | 90.17 | 95.01 | |
| PolarDetBackbone=ResNet50, Image Size=800*800, Data Aug.=true, Speed=32fps2020.10 | 90.13 | — | |
| R3DetBackbone=ResNet152, Image Size=800*800, Speed=10fps2020.10 | 89.33 | — | |
| R³Det#Anchor=212020.08 | 89.26 | — | |
| RetinaNet-RBackbone=ResNet101, Image Size=800*800, Data Aug.=true, Speed=10fps2020.10 | 89.18 | — | |
| Xu et al.#Anchor=202020.08 | 88.2 | — | |
| RoI Trans.#Anchor=202020.08 | 86.2 | — | |
| RoI-TransformerBackbone=ResNet101, Image Size=512*800, Data Aug.=false, Speed=6fps2020.10 | 86.2 | — | |
| RRD#Anchor=132020.08 | 84.3 | — | |
| RRDBackbone=VGG16, Image Size=384*384, Speed=slow2020.10 | 84.3 | — | |
| RetinaNet-HBackbone=ResNet101, Image Size=800*800, Speed=14fps2020.10 | 82.89 | — | |
| R2PNBackbone=VGG16, Data Aug.=true, Speed=<1fps2020.10 | 79.6 | — | |
| RRPNBackbone=ResNet101, Image Size=800*800, Data Aug.=false, Speed=3.5fps2020.10 | 79.08 | — | |
| RC2#Anchor=-2020.08 | 75.7 | — | |
| RC1 & RC2Backbone=VGG16, Speed=<1fps2020.10 | 75.7 | — | |
| R2CNNBackbone=ResNet101, Image Size=800*800, Data Aug.=false, Speed=2fps2020.10 | 73.07 | — | |
| Earth-Agent2025.09 | 65.6 | — | |
| Sphinx2025.09 | 25.7 | — | |
| MiniGPT-v22025.09 | 24.8 | — | |
| LHRS-Bot2025.09 | 24.4 | — | |
| Geochat2025.09 | 24 | — | |
| LLaVA-1.52025.09 | 22.1 | — | |
| CenterMap-Net#Anchor=152020.08 | — | 92.8 | |
| DRN#Anchor=-2020.08 | — | 92.7 | |
| R2PN#Anchor=242020.08 | — | 79.6 |