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ResearchFormerly WizWand

Image Processing Inference on ViT (Vision Transformer)

3.81Average Latency (ms)ET QNN
-14.7888110.7531236.295361.8369May 5, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ET QNNHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=NPU, dtype=int82026.053.813.793.83
ET CoreMLHardware=Apple iPhone 15 Pro (A17 Pro), Backend=Auto, dtype=fp162026.0510.5510.4910.65
CoreMLHardware=Apple iPhone 15 Pro (A17 Pro), Backend=Auto, dtype=fp162026.0510.5610.5110.62
ET XNNPACKHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=CPU, dtype=int82026.0564.9753.3176.19
ET XNNPACKHardware=Google Pixel 9 Pro XL (Tensor G4), Backend=CPU, dtype=int82026.0580.4579.7581.17
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=CPU, dtype=int82026.0584.4675.4394.69
LiteRTHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=NPU, dtype=int82026.0591.0290.77107.07
ONNXHardware=Google Pixel 9 Pro XL (Tensor G4), Backend=CPU, dtype=int82026.05103.8289.95175.27
LiteRTHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=CPU, dtype=int82026.05115.91113.77131.01
ET VulkanHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=fp162026.05136.11125.95140.55
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=int82026.05137.22129.64142.97
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=fp162026.05168.54129.25241.39
ONNXHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=NPU, dtype=int82026.05175.94173.5178.69
LiteRTHardware=Samsung Galaxy S25 Ultra (Snapdragon 8 Elite), Backend=GPU, dtype=fp162026.05329.52288.16425.49
ET VulkanHardware=Google Pixel 9 Pro XL (Tensor G4), Backend=GPU, dtype=fp162026.05392.4381.56406.68
LiteRTHardware=Google Pixel 9 Pro XL (Tensor G4), Backend=CPU, dtype=int82026.05468.78404.09494.06