Object Detection On Bigdetection Val
Metrics
AP
AP50
AP75
Results
Performance results of various models on this benchmark
Model Name | AP | AP50 | AP75 | Paper Title | Repository |
|---|---|---|---|---|---|
| Faster R-CNN (R50) | 18.9 | 28.8 | 20.5 | BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training | |
| CenterNet2 (R50-FPN) | 23.1 | 30.2 | 24.9 | BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training | |
| YOLOv3 (D53) | 9.7 | 17.4 | 9.7 | BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training | |
| Cascade R-CNN (R50-FPN) | 24.1 | 33.0 | 25.8 | BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training | |
| Deformable DETR (R50) | 13.1 | 19.3 | 14.2 | BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training | |
| Faster R-CNN (R50-FPN) | 19.4 | 29.3 | 21.3 | BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training |
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