Object Detection on NEU-DET (Component APs)
84.6mAPGSCNet
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GSCNet2026.06 | 84.6 | 61.8 | 86 | 93.3 | 92.3 | 70.3 | 96.1 | |
| TCPNet2026.06 | 82.7 | 93.3 | 57.3 | 92.4 | 85.6 | 94.1 | 69.1 | |
| Rbi-YOLOX2026.06 | 81 | 90.2 | 54.3 | 90 | 81.3 | 94.2 | 66.4 | |
| DsP-YOLO2026.06 | 80.4 | 54.5 | 84 | 95 | 82.1 | 72.7 | 94.1 | |
| EFD-YOLOv42026.06 | 79.9 | 45.8 | 85.4 | 97 | 85 | 72.8 | 93.6 | |
| MCCBase Architecture=FCOS2026.06 | 79.8 | 45.9 | 87.6 | 93.4 | 86.5 | 69.9 | 95.6 | |
| DCC-CenterNet2026.06 | 79.4 | 45.7 | 85.1 | 90.6 | 82.5 | 76.8 | 95.8 | |
| MSC-DNet2026.06 | 79.4 | 42.4 | 84.5 | 94.3 | 91.5 | 71.6 | 92 | |
| STFE-Net2026.06 | 79.2 | 50.4 | 83.3 | 91.5 | 87 | 66.9 | 95.9 | |
| LiFSO-Net2026.06 | 79.2 | 48.1 | 86.4 | 94.2 | 88 | 64.4 | 94.2 | |
| DEA-RetinaNet2026.06 | 79.1 | 60.9 | 82.5 | 94.3 | 95.8 | 67.2 | 74.1 | |
| Yolov9-evariant=e2026.06 | 78.7 | 40.7 | 84.2 | 92.9 | 87.9 | 69.7 | 96.7 | |
| RT-DETR2026.06 | 78.6 | 54.3 | 79.6 | 91.2 | 90.6 | 64.2 | 92.1 | |
| Faster R-CNN2026.06 | 77.6 | 32.6 | 82.9 | 91.2 | 92.2 | 69.7 | 96.9 | |
| YOLOv82026.06 | 76.8 | 46.4 | 80.4 | 92.4 | 78.9 | 67.3 | 95.1 | |
| CABF-FCOS2026.06 | 76.7 | 55.4 | 75 | 93.5 | 88.9 | 62.9 | 84.4 |