Object Detection on Battery detection dataset (val)
78.2mAP@50PaQ-RT-DETR-X
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PaQ-RT-DETR-XEpochs=100, Input resolution=640 x 640, Pre-trained weights=ImageNet/COCO, Batch size=162026.05 | 78.2 | 69.2 | 72.9 | 78.8 | |
| YOLO11nEpochs=100, Input resolution=640 x 640, Pre-trained weights=ImageNet/COCO, Batch size=162026.05 | 77.9 | 68.6 | 67.4 | 74.1 | |
| YOLOv8sEpochs=100, Input resolution=640 x 640, Pre-trained weights=ImageNet/COCO, Batch size=162026.05 | 77.7 | 68.4 | 70.3 | 77.1 | |
| YOLOv8nEpochs=100, Input resolution=640 x 640, Pre-trained weights=ImageNet/COCO, Batch size=162026.05 | 76.9 | 67.7 | 70.8 | 70.6 | |
| RT-DETR-XEpochs=100, Input resolution=640 x 640, Pre-trained weights=ImageNet/COCO, Batch size=162026.05 | 75.4 | 67.7 | 71.5 | 77.6 | |
| PaQ-RT-DETR-LEpochs=100, Input resolution=640 x 640, Pre-trained weights=ImageNet/COCO, Batch size=162026.05 | 72.9 | 65.5 | 71.9 | 76.1 | |
| RT-DETR-LEpochs=100, Input resolution=640 x 640, Pre-trained weights=ImageNet/COCO, Batch size=162026.05 | 68.5 | 60.8 | 73.4 | 75.2 |