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Image Processing Inference on MobileNet V3

0.24Average Latency (ms)ET QNN
-0.06161.97424.016.0458May 5, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ET QNNHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=NPU, dtype=int82026.050.240.230.25
ET CoreMLHardware=Apple iPhone 15 Pro (A17 Pro), Backend=Auto, dtype=fp162026.050.40.350.47
CoreMLHardware=Apple iPhone 15 Pro (A17 Pro), Backend=Auto, dtype=fp162026.050.420.360.48
ET XNNPACKHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=CPU, dtype=int82026.050.510.460.72
LiteRTHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=CPU, dtype=int82026.050.70.660.83
LiteRTHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=fp162026.050.830.651.2
ET XNNPACKHardware=Google Pixel 9 Pro XL (Tensor G4), Backend=CPU, dtype=int82026.051.040.722.3
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=int82026.051.21.111.28
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=CPU, dtype=int82026.051.211.121.3
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=fp162026.051.821.52.94
ONNXHardware=Google Pixel 9 Pro XL (Tensor G4), Backend=CPU, dtype=int82026.051.911.692.6
ET VulkanHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=fp162026.052.22.22.21
ET VulkanHardware=Google Pixel 9 Pro XL (Tensor G4), Backend=GPU, dtype=fp162026.056.656.367.57
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=NPU, dtype=int82026.057.787.717.88