Object Detection on IIG
29.8APPEG-DRNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PEG-DRNetGflops (G)=43.7, Params (M)=14.9322025.12 | 29.8 | 84.3 | 8.5 | 25.3 | 32.5 | 42.6 | |
| Yolov10nGflops (G)=6.5, Params (M)=2.2652025.12 | 27 | 70.7 | 10.6 | 17.6 | 34.6 | 38.4 | |
| RT-DETR-R18Gflops (G)=56.9, Params (M)=19.8732025.12 | 26.8 | 77.8 | 8.7 | 19.9 | 32 | 37.1 | |
| Faster-RCNNGflops (G)=134.491, Params (M)=41.3522025.12 | 26.2 | 74 | 9.6 | 18.1 | 33.7 | 24 | |
| Yolov11mGflops (G)=67.6, Params (M)=20.032025.12 | 25.8 | 70.4 | 10.4 | 14.7 | 34.5 | 31.5 | |
| Yolov12nGflops (G)=6.3, Params (M)=2.5552025.12 | 25.7 | 75.2 | 7.2 | 19 | 30.9 | 29.2 | |
| Yolov10mGflops (G)=58.9, Params (M)=15.3132025.12 | 25.2 | 65.8 | 11.2 | 14.8 | 34.2 | 23.6 | |
| Yolov12mGflops (G)=67.1, Params (M)=20.1052025.12 | 25.2 | 70.7 | 9.8 | 18.2 | 33.3 | 12.7 | |
| SSDGflops (G)=15.03, Params (M)=13.062025.12 | 24.8 | 75.7 | 6.5 | 20.7 | 29 | 23.3 | |
| Yolov11nGflops (G)=6.3, Params (M)=2.5822025.12 | 24.7 | 72.3 | 6.7 | 16.7 | 31.1 | 42.8 |