| Paper | Code | AP50 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Ensemble Fusion for Small Object Detection | 30.3 | Weighted Box Fusion (WBF) | 2023-08-22 | |
| BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation | ✓ Link | 23.7 | GFL + Test Time Augmentation | 2023-07-21 |
| MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results | ✓ Link | 22.9 | DL method (YOLOv8 + Ensamble) | 2023-07-18 |
| Small Object Detection for Birds with Swin Transformer | 22.6 | Swin Transformer + Hierarchical design | 2023-08-22 | |
| MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results | ✓ Link | 22.1 | E2 method (Normalized Gaussian Wasserstein Distance + Switch Hard Augmentation + Multi scale train + Weight Moving Average + CenterNet + VarifocalNet) | 2023-07-18 |