Object Detection On Usb Standard Usb 1 0
Metrics
mCAP
Results
Performance results of various models on this benchmark
Model Name | mCAP | Paper Title | Repository |
|---|---|---|---|
| YOLOX-L | 49.6 | USB: Universal-Scale Object Detection Benchmark | |
| Cascade R-CNN | 48.1 | USB: Universal-Scale Object Detection Benchmark | |
| GFL | 47.7 | USB: Universal-Scale Object Detection Benchmark | |
| Sparse R-CNN | 44.6 | USB: Universal-Scale Object Detection Benchmark | |
| UniverseNet | 51.4 | USB: Universal-Scale Object Detection Benchmark | |
| Faster R-CNN | 45.9 | USB: Universal-Scale Object Detection Benchmark | |
| UniverseNet-20.08 | 52.1 | USB: Universal-Scale Object Detection Benchmark | |
| ATSS | 47.1 | USB: Universal-Scale Object Detection Benchmark | |
| ATSS+DyHead | 49.4 | USB: Universal-Scale Object Detection Benchmark | |
| ATSS (Swin-T) | 49.0 | USB: Universal-Scale Object Detection Benchmark | |
| RetinaNet | 44.8 | USB: Universal-Scale Object Detection Benchmark | |
| ATSS (ConvNeXt-T) | 50.4 | USB: Universal-Scale Object Detection Benchmark | |
| DETR | 23.7 | USB: Universal-Scale Object Detection Benchmark |
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