| Paper | Code | AP | AP50 | AP75 | APvt | APt | APs | APm | mAP50 | mAP@50-95 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A DeNoising FPN With Transformer R-CNN for Tiny Object Detection | ✓ Link | 26.2 | 56.7 | 20.2 | 12.8 | 26.4 | 31.0 | 37.0 | DNTR | 2024-06-09 | ||
| RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection | ✓ Link | 24.8 | 55.2 | 18.5 | 9.3 | 24.8 | 30.3 | 38.2 | DetectoRS w/ RFLA | 2022-08-18 | ||
| A Normalized Gaussian Wasserstein Distance for Tiny Object Detection | ✓ Link | 20.8 | 49.3 | 14.3 | 6.4 | 19.7 | 29.6 | 38.3 | DetectoRS + NWD (ResNet-50-FPN) | 2021-10-26 | ||
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | ✓ Link | 14.8 | 32.8 | 11.4 | 0.0 | 10.8 | 28.3 | 28.0 | DetectoRS (ResNet-50-FPN) | 2020-06-03 | ||
| Tiny Object Detection in Aerial Images | ✓ Link | 14.5 | 40.7 | 6.4 | 6.1 | 15.0 | 19.4 | 20.4 | M-CenterNet (DLA-34) | 2021-01-10 | ||
| Cascade R-CNN: Delving into High Quality Object Detection | ✓ Link | 13.8 | 30.8 | 10.5 | 0.0 | 10.6 | 25.5 | 26.6 | Cascade R-CNN (ResNet-50-FPN) | 2017-12-03 | ||
| Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box | ✓ Link | 43.77 | 18.23 | YOLOv5+Inner-IoU | 2023-11-06 |