| --- |
| license: bsd-3-clause |
| --- |
| M57 Benchmark |
| | Model | Input Size | Final Inference Speed (ms) | |
| |---|---|---:| |
| | deit_t_onnx | 1x3x224x224 | 1.176 | |
| | depth_anything_v2_vits | 1x3x518x518 | 57.340 | |
| | inception_v1_onnx | 1x3x224x224 | 1.310 | |
| | inception_v3_onnx | 1x3x299x299 | 5.230 | |
| | mobilenet_v1_onnx | 1x3x224x224 | 0.714 | |
| | mobilenet_v2_onnx | 1x3x224x224 | 0.977 | |
| | resnet18_onnx | 1x3x224x224 | 1.726 | |
| | resnet50_onnx | 1x3x224x224 | 3.800 | |
| | squeezenet11_onnx | 1x3x227x227 | 0.518 | |
| | swin_t_onnx | 1x3x224x224 | 5.368 | |
| | yolov2_416_onnx | 1x3x416x416 | 9.830 | |
| | yolov3_ssp | 1x3x448x1024 | 21.534 | |
| | yolov5s_onnx | 1x3x640x640 | 6.899 | |
| | yolov6s_onnx | 1x3x640x640 | 8.950 | |
| | yolov7_tiny_onnx | 1x3x640x640 | 6.272 | |
| | yolov8s_onnx | 1x3x640x640 | 10.073 | |
| | yolov9s | 1x3x640x640 | 11.410 | |
| | yolov10s | 1x3x640x640 | 8.943 | |
| | yolov11s | 1x3x640x640 | 8.737 | |
| | yolov26s | 1x3x640x640 | 8.329 | |
| | yoloworldv2 | images: 1x3x640x640; txt_feats: 1x80x512 | 14.472 | |
| | yoloworldv2-txt | 4x77 | 19.014 | |
| | yolox_s_onnx | 1x3x640x640 | 9.757 | |
