Object Detection on V100 GPU (test)
646FPS (bs=1)YOLOv6-N
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv6-NHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 646 | 2,660 | 1.2 | |
| YOLOv5-NHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 577 | 1,727 | 1.4 | |
| YOLOX-TinyHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 569 | 2,883 | 1.4 | |
| YOLOv7-TinyHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 453 | 1,565 | 1.7 | |
| YOLOv5-SHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 449 | 1,249 | 1.7 | |
| YOLOv6-SHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 399 | 1,330 | 2 | |
| YOLOX-SHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 386 | 1,206 | 2 | |
| PPYOLOE-SHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 322 | 1,050 | 2.4 | |
| YOLOv5-MHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 271 | 698 | 3 | |
| YOLOX-MHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 245 | 600 | 3.4 | |
| PPYOLOE-MHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 222 | 566 | 4 | |
| YOLOv6-MHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 203 | 676 | 4.4 | |
| YOLOv7Hardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 182 | 412 | 4.6 | |
| YOLOv5-LHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 178 | 440 | 4.7 | |
| PPYOLOE-LHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 153 | 406 | 5.5 | |
| YOLOX-LHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 149 | 361 | 5.6 | |
| YOLOv6-LHardware=V100 GPU, Precision=FP16, Input Size=640x6402023.01 | 125 | 385 | 6.8 |