The list of tests presented here is from Benchmark version 1.0 running on the YOLOvX App. The models selection is to make sure that all the test are able to run on almost all the mobile devices, even on low resource devices, so that we get to know how they perform.
Detection
Test 1: YOLOv3-tiny-320
COCO mAP
One of the earliest YOLO-based object detection to breakthrough state-of-the-art and still continues to be popular particularly for edge and mobile deployments.
Detection
Test 2: YOLOv9-tiny-320
Test 3: YOLOv9-tiny-640
COCO mAP
One of the earliest YOLO-based object detection to breakthrough state-of-the-art and still continues to be popular particularly for edge and mobile deployments.
Detection
Test 4: YOLOv9-small-320
COCO mAP
One of the earliest YOLO-based object detection to breakthrough state-of-the-art and still continues to be popular particularly for edge and mobile deployments.
Detection
Test 5: FaceModel-320
Face16 mAP
One of the earliest YOLO-based object detection to breakthrough state-of-the-art and still continues to be popular particularly for edge and mobile deployments.
Segmentation
Test 6: YOLOv9-tiny-320
COCO mAP
One of the earliest YOLO-based object detection to breakthrough state-of-the-art and still continues to be popular particularly for edge and mobile deployments.
Segmentation
Test 7: YOLOv9-tiny-640
COCO mAP
One of the earliest YOLO-based object detection to breakthrough state-of-the-art and still continues to be popular particularly for edge and mobile deployments.
Segmentation
Test 8: CrackDamageModel-320
Test 9: CrackDamageModel-640
COCO mAP
One of the earliest YOLO-based object detection to breakthrough state-of-the-art and still continues to be popular particularly for edge and mobile deployments.