Object Detection on SKU110k (test)
59mAPRetailDet++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RetailDet++box refinement module=added2022.04 | 59 | — | |
| Cascade-RCNN + Rong2022.04 | 58.7 | — | |
| YOLO-Master-NLatency (ms)=1.622025.12 | 58.2 | 90.6 | |
| YOLOv13-NLatency (ms)=1.972025.12 | 57.5 | 90.3 | |
| ATSS2022.04 | 57.4 | — | |
| YOLOv10-NLatency (ms)=1.842025.12 | 57.4 | 90 | |
| YOLOv11-NLatency (ms)=1.52025.12 | 57.4 | 90 | |
| YOLOv12-NLatency (ms)=1.642025.12 | 57.4 | 90 | |
| FSAF2022.04 | 56.2 | — | |
| CenterNet2022.04 | 55.8 | — | |
| SAPD2022.04 | 55.7 | — | |
| Reppoints2022.04 | 55.6 | — | |
| FCOS2022.04 | 54.4 | — | |
| Faster R-CNN+FPN2022.04 | 54 | — | |
| RetinaNet+EM2022.04 | 49.2 | — |