Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TransMind | 70.7 | No | Open-TransMind: A New Baseline and Benchmark for... | 2023-04-12 | Code |
| 2 | YOLOv7 | 69.5 | No | YOLOv7: Trainable bag-of-freebies sets new state... | 2022-07-06 | Code |
| 3 | TOOD | 65.6 | No | TOOD: Task-aligned One-stage Object Detection | 2021-08-17 | Code |
| 4 | YOLOX | 57.7 | No | YOLOX: Exceeding YOLO Series in 2021 | 2021-07-18 | Code |
| 5 | Sparse R-CNN | 47.3 | No | Sparse R-CNN: End-to-End Object Detection with L... | 2020-11-25 | Code |