UniHead: Unifying Multi-Perception for Detection Heads

Benchmark Model Rank Results
object-detection-on-coco-test-devUniHead (Swin-B, IN-22K, 3x)#54box mAP: 54.3AP50: 73.2AP75: 59.1APS: 35.1APM: 57.8APL: 68.5
object-detection-on-coco-test-devUniHead (Swin-T, 3x)#77box mAP: 51.3AP50: 70.1AP75: 56.1APS: 32.5APM: 54.5APL: 64.3
object-detection-on-coco-test-devUniHead (ResNeXt-101-64x4d, 2x)#91box mAP: 49.3AP50: 68.2AP75: 53.8APS: 30.8APM: 52.8APL: 60.8
object-detection-on-coco-val2017UniHead (ResNet-50, 1x)#266box AP: 42.8AP50: 61.0AP75: 46.2APS: 24.8APM: 46.8APL: 56.8
object-detection-on-coco-val2017GFL + UniHead (ResNet-50, 1x)#276box AP: 42.3AP50: 61.1AP75: 45.6APS: 24.5APM: 46.0APL: 55.3…