Object Detection on SKU-110R
65.5AP@0.75RetailDet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RetailDetmulti-scale training=true2022.04 | 65.5 | — | 57.5 | 64.3 | |
| GGHLBackbone=DarkNet53, Anchor=AF2021.09 | 63.73 | 44.13 | — | — | |
| CFAmulti-scale training=true2022.04 | 63.5 | — | 57 | 63.9 | |
| DRNBackbone=Hourglass-104, Anchor=AF2021.09 | 63.1 | — | — | — | |
| DRN2022.04 | 63.1 | — | 55.9 | 63.3 | |
| CenterNet-RBackbone=Hourglass-104, Anchor=AF2021.09 | 61.1 | — | — | — | |
| CenterNet2022.04 | 61.1 | — | 54.7 | 62.2 | |
| Vanilla-AF (Baseline)Backbone=DarkNet53, Anchor=AF2021.09 | 60.61 | 44.13 | — | — | |
| YOLOv3-RBackbone=DarkNet53, Anchor=AB2021.09 | 51.1 | 44.07 | — | — | |
| YoloV3-Rotate2022.04 | 51.1 | — | 49.1 | 58.2 | |
| CenterNet-4point2022.04 | 19.6 | — | 34.3 | 42.2 |