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[NTIRE 2022, EfficientSR] MobileSR: A Mobile-friendly Transformer for Efficient Image Super-Resolution

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Winner of the Model Complexity Track

Params, Flops, Activations and Memory are tested by KAIR

Model Val/Test Runtime(s) Params(G) Flops(G) Activations(M) Memory(M)
MSRResNet 29.00/28.70 0.114 1.517 166.36 292.55 610
IMDN 29.13/28.78 0.050 0.893 58.53 154.14 120
Ours 28.97/28.68 - 0.176 8.73 160.43 337

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[NTIRE 2022, EfficientSR] MobileSR: A Mobile-friendly Transformer for Efficient Image Super-Resolution

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