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Chasing Faster ConvNet for Efficient Super-Resolution

Paper and training codes will come soon!

I. EFDN for NTIRE 2022 ESR

5th of Model Complexity in the NTIRE 2022 Challenge on Efficient Super-Resolution [Pages/Report/Paper/Code].

I. PFDN for NTIRE 2023 ESR

Winner of Overall Evaluation and 4th of Runtime in the NTIRE 2023 Challenge on Efficient Super-Resolution [Pages/Report].

Model Runtime[ms] Params[M] Flops[G] Acts[M] GPU Mem[M]
RFDN 35.54 0.433 27.10 112.03 788.13
PFDN 20.49 0.272 16.76 65.10 296.45

II. PFDNLite for NTIRE 2024 ESR

To be updated.

III. PlainUSR

To be updated.

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Series solutions for NTIRE ESR

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