Object Detection on NPS improved annotations (test)
92Precisiontwo-stage segmentation-based approach
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| two-stage segmentation-based approach2021.03 | 92 | 91 | 92 | 89 | |
| FCOSfinetuned=using pre-trained weights2021.03 | 88 | 84 | 86 | 83 | |
| MEGAfinetuned=using pre-trained weights2021.03 | 88 | 82 | 85 | 83 | |
| SCRDet-Hfinetuned=using pre-trained weights2021.03 | 81 | 74 | 77 | 65 | |
| SCRDet-Rfinetuned=using pre-trained weights2021.03 | 79 | 71 | 75 | 61 | |
| Mask-RCNNbackbone=ResNet-50, finetuned=using ImageNet pre-trained weights2021.03 | 66 | 91 | 76 | 89 | |
| SLSAfinetuned=using pre-trained weights2021.03 | 47 | 67 | 55 | 46 |