COCO

Network Name mAP Quantized Input Resolution (HxWxC) Params (M) FLOPs (G) Pretrained Source Compiled
centernet_resnet_v1_18_postprocess 26.37 24.8 512x512x3 14.22 15.63 link link link
centernet_resnet_v1_50_postprocess 31.79 30.09 512x512x3 30.07 28.46 link link link
nanodet_repvgg 29.25 28.59 416x416x3 6.74 5.64 link link link
ssd_mobiledet_dsp 28.9 28.17 320x320x3 7.07 2.83 link link link
ssd_mobilenet_v1🚀⭐ 23.18 22.3 300x300x3 6.79 1.25 link link link
ssd_mobilenet_v1_hd 17.67 16.43 720x1280x3 6.81 12.26 link link link
ssd_mobilenet_v2 24.15 23.28 300x300x3 4.46 0.76 link link link
ssd_resnet_v1_18 17.68 17.44 300x300x3 16.62 3.54 link link link
tiny_yolov3🚀 14.39 13.48 416x416x3 8.85 2.79 link link link
tiny_yolov4 19.01 18.35 416x416x3 6.05 3.46 link link link
yolov3 38.41 37.83 608x608x3 68.79 79.17 link link link
yolov3_416 37.73 36.39 416x416x3 61.92 32.97 link link link
yolov3_gluon🚀⭐ 37.21 36.36 608x608x3 68.79 79.17 link link link
yolov3_gluon_416⭐ 36.27 35.27 416x416x3 61.92 32.97 link link link
yolov4_leaky🚀⭐ 42.37 41.55 512x512x3 64.33 45.60 link link link
yolov5l 45.99 43.79 640x640x3 48.54 60.78 link link link
yolov5m 42.61 40.96 640x640x3 21.78 26.14 link link link
yolov5m_wo_spp🚀⭐ 42.44 40.64 640x640x3 22.67 26.49 link link link
yolov5s 35.33 33.78 640x640x3 7.46 8.72 link link link
yolov5s_personface 47.7 46.1 640x640x3 7.25 8.38 link link link
yolov5s_wo_spp 34.46 33.25 640x640x3 7.85 8.87 link link link
yolov5xs_wo_spp 32.81 31.47 512x512x3 7.85 5.68 link link link
yolox_l_leaky⭐ 48.64 47.04 640x640x3 54.17 77.74 link link link
yolox_s_leaky 38.07 37.41 640x640x3 8.96 13.37 link link link
yolox_s_wide_leaky 42.31 40.92 640x640x3 20.12 29.73 link link link
yolox_tiny_leaky 30.25 29.62 416x416x3 5.05 3.22 link link link
  • Network available in Hailo Benchmark are marked with 🚀
  • Networks available in TAPPAS are marked with ⭐

Visdrone

Network Name mAP Quantized Input Resolution (HxWxC) Params (M) FLOPs (G) Pretrained Source Compiled
ssd_mobilenet_v1_visdrone⭐ 2.37 2.15 300x300x3 5.64 1.15 link link link
  • Networks available in TAPPAS are marked with ⭐