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 |
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