Object Detection on Extend II
97.7PrecisionUniPCB (Detection)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniPCB (Detection)FPS=90.9, FLOPS(G)=71.8, Param.(M)=19.12026.05 | 97.7 | 95.3 | 98 | 61.8 | |
| YOLO11FPS=192.3, FLOPS(G)=21.3, Param.(M)=9.422026.05 | 95.6 | 92.1 | 96 | 60.7 | |
| YOLOv8FPS=192.8, FLOPS(G)=23.4, Param.(M)=9.832026.05 | 95.4 | 94.1 | 96.5 | 61.1 | |
| RT-DETRFPS=97.0, FLOPS(G)=57.2, Param.(M)=19.92026.05 | 94.9 | 92.1 | 95.9 | 60.1 | |
| DEIMFPS=118.2, FLOPS(G)=92.5, Param.(M)=31.32026.05 | 94.2 | 93.8 | 95.8 | 61 | |
| D-FINEFPS=150.6, FLOPS(G)=56.3, Param.(M)=19.12026.05 | 93.8 | 92.7 | 95.2 | 60.6 | |
| DINOFPS=23.5, FLOPS(G)=183.3, Param.(M)=47.52026.05 | 92.2 | 91.3 | 94.8 | 59.8 | |
| Deformable-DETRFPS=32.5, FLOPS(G)=125.9, Param.(M)=40.12026.05 | 91.5 | 90.5 | 94 | 59.2 | |
| DETRFPS=66.6, FLOPS(G)=60.5, Param.(M)=41.52026.05 | 89.6 | 87.5 | 92.3 | 58.2 | |
| DAB-DETRFPS=41.0, FLOPS(G)=65.3, Param.(M)=43.72026.05 | 87.2 | 88.9 | 90.5 | 57 | |
| YOLOv10FPS=168.5, FLOPS(G)=24.5, Param.(M)=8.042026.05 | 85 | 85.5 | 91.1 | 58.3 |