Metric: AP50 (higher is better)
| # | Model↕ | AP50▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DNTR | 56.7 | No | A DeNoising FPN With Transformer R-CNN for Tiny ... | 2024-06-09 | Code |
| 2 | DetectoRS w/ RFLA | 55.2 | No | RFLA: Gaussian Receptive Field based Label Assig... | 2022-08-18 | Code |
| 3 | DetectoRS + NWD (ResNet-50-FPN) | 49.3 | No | A Normalized Gaussian Wasserstein Distance for T... | 2021-10-26 | Code |
| 4 | M-CenterNet (DLA-34) | 40.7 | No | - | - | Code |
| 5 | DetectoRS (ResNet-50-FPN) | 32.8 | No | DetectoRS: Detecting Objects with Recursive Feat... | 2020-06-03 | Code |
| 6 | Cascade R-CNN (ResNet-50-FPN) | 30.8 | No | Cascade R-CNN: Delving into High Quality Object ... | 2017-12-03 | Code |