Object Detection on LangGas
36.3APPEG-DRNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PEG-DRNetGflops (G)=43.7, Params (M)=14.9322025.12 | 36.3 | 68.5 | 31.2 | 3.7 | 15.4 | 43.9 | |
| Yolov12nGflops (G)=6.3, Params (M)=2.5552025.12 | 34.4 | 65.7 | 31 | 1.1 | 15.3 | 41.3 | |
| Yolov11nGflops (G)=6.3, Params (M)=2.5822025.12 | 33.5 | 65.1 | 30.1 | 1.7 | 14.7 | 40.5 | |
| Yolov12mGflops (G)=67.1, Params (M)=20.1052025.12 | 32.8 | 63.6 | 28.7 | 1.7 | 13.8 | 39.7 | |
| Yolov11mGflops (G)=67.6, Params (M)=20.032025.12 | 32.6 | 65.1 | 28.1 | 1.6 | 14.5 | 39.8 | |
| Yolov10nGflops (G)=6.5, Params (M)=2.2652025.12 | 32.3 | 61.7 | 30.2 | 0.1 | 11.4 | 39.8 | |
| RT-DETR-R18Gflops (G)=56.9, Params (M)=19.8732025.12 | 31.4 | 63.6 | 28.4 | 2.6 | 12 | 38.6 | |
| SSDGflops (G)=15.03, Params (M)=13.062025.12 | 30.7 | 64.8 | 25.3 | 1.9 | 11.2 | 37.6 | |
| Faster-RCNNGflops (G)=134.491, Params (M)=41.3522025.12 | 30.3 | 62.1 | 24 | 1.1 | 10.7 | 38.1 | |
| Yolov10mGflops (G)=58.9, Params (M)=15.3132025.12 | 28.8 | 56.9 | 26.8 | 0.8 | 14.1 | 34.9 |