Metric: AP (higher is better)
| # | Model↕ | AP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RetailDet | 59 | No | Unitail: Detecting, Reading, and Matching in Ret... | 2022-04-01 | - |
| 2 | Cascade-RCNN | 58.7 | No | A Solution to Product detection in Densely Packe... | 2020-07-23 | Code |
| 3 | SAPD | 55.7 | No | Soft Anchor-Point Object Detection | 2019-11-27 | Code |
| 4 | Soft-IoU + EM-Merger unit | 49.2 | No | Precise Detection in Densely Packed Scenes | 2019-04-01 | Code |
| 5 | RetinaNet | 45.5 | No | Focal Loss for Dense Object Detection | 2017-08-07 | Code |