USB (Universal-Scale Object Detection Benchmark)
Introduced by Shinya in USB: Universal-Scale Object Detection Benchmark
The Universal-Scale object detection Benchmark (USB) is a benchmark for object detection that has variations in object scales and image domains by incorporating COCO with the recently proposed Waymo Open Dataset and Manga109-s dataset. To enable fair comparison, USB establishes different protocols by defining multiple thresholds for training epochs and evaluation image resolutions.
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
|
USB (Standard USB 1.0 protocol)
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UniverseNet-20.08
|
Papers
| Paper | Code | Results | Date | Stars |
|---|
