Power Battery Detection on PBD5K Average 1.0
0.4645AN MAEMDCNeXt
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MDCNeXtMethod Category=Segmentation2025.08 | 0.4645 | 0.3005 | 87.05 | 83.75 | 77.05 | 1.2617 | 1.1709 | 1.0667 | |
| MDCNetMethod Category=Segmentation2025.08 | 1.7094 | 1.2869 | 73.92 | 71.35 | 64.16 | 4.8435 | 4.5309 | 3.7732 | |
| IOCFormerMethod Category=Crowd Counting2025.08 | 2.1546 | 2.2029 | 36.81 | 45.75 | 28.13 | — | — | — | |
| CUTMethod Category=Crowd Counting2025.08 | 2.8283 | 2.5524 | 36.79 | 32.04 | 25.93 | — | — | — | |
| BLMethod Category=Crowd Counting2025.08 | 2.8988 | 2.298 | 37.2 | 33.07 | 30.42 | — | — | — | |
| HS-FPNMethod Category=General/Tiny Object Detection2025.08 | 3.2749 | 2.8822 | 52.22 | 50.68 | 39.56 | 9.8354 | 8.9334 | 6.3649 | |
| RetinaNetMethod Category=General/Tiny Object Detection2025.08 | 3.6786 | 3.3551 | 42.34 | 42.15 | 30.79 | 11.359 | 12.7727 | 5.8601 | |
| CFINetMethod Category=General/Tiny Object Detection2025.08 | 4.1834 | 3.9707 | 48.59 | 42.7 | 33.27 | 9.116 | 9.699 | 6.5644 | |
| YOLOv10Method Category=General/Tiny Object Detection2025.08 | 4.5086 | 5.7035 | 43.14 | 34.55 | 25.08 | 11.3876 | 12.0594 | 6.4567 | |
| DETRMethod Category=General/Tiny Object Detection2025.08 | 6.1642 | 5.6962 | 29.36 | 30.14 | 23.41 | 31.2427 | 34.3529 | 13.4835 | |
| Shi-tomasiMethod Category=Corner Detection2025.08 | 121.1357 | 209.7727 | 0 | 0 | 0 | — | — | — | |
| Sub-pixelMethod Category=Corner Detection2025.08 | 153.624 | 255.4058 | 0 | 0 | 0 | — | — | — | |
| HarrisMethod Category=Corner Detection2025.08 | 198.7517 | 4,571.8041 | 0 | 0 | 0 | — | — | — |