Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models

Benchmark Model Rank Results
object-detection-on-coco-val2017Frozen-DETR (Co-DINO-4scale, Swin-B IN-22K, frozen foundation model, 12ep)#53box AP: 57.6AP50: 75.8AP75: 63.2APS: 41.4APM: 61.7APL: 74.3
object-detection-on-coco-val2017Frozen-DETR (DDQ + HPR, ResNet-50, frozen foundation model, 12ep)#72box AP: 55.7AP50: 73.9AP75: 61.3APS: 38.4APM: 58.8APL: 72.3
object-detection-on-coco-val2017Frozen-DETR (Co-DINO-4scale, ResNet-50, frozen foundation model, 24ep)#90box AP: 54.3AP50: 72.9AP75: 59.2APS: 36.6APM: 58.0APL: 72.1
object-detection-on-coco-val2017Frozen-DETR (DINO-4scale, ResNet-50, frozen foundation model, 24ep)#100box AP: 53.2AP50: 71.8AP75: 58.0APS: 35.1APM: 56.5APL: 70.6