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Models/SwinFIRSSR

SwinFIRSSR

Reported on 28 benchmarks across 4 tasks · 1 paper · 24 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision14 results

Image Super-ResolutiononMiddlebury - 4x upscaling
PSNR· 2022-08-24
30.44
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Image Super-ResolutiononKITTI2012 - 4x upscaling
PSNR· 2022-08-24
27.16
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Image Super-ResolutiononFlickr1024 - 2x upscaling
PSNR· 2022-08-24
30.14
best: 30.33 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Image Super-ResolutiononFlickr1024 - 4x upscaling
PSNR· 2022-08-24
24.29
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Image Super-ResolutiononKITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
best: 31.86 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Image Super-Resolutionon KITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
3D Object Super-ResolutiononMiddlebury - 4x upscaling
PSNR· 2022-08-24
30.44
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
3D Object Super-ResolutiononKITTI2012 - 4x upscaling
PSNR· 2022-08-24
27.16
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
3D Object Super-ResolutiononFlickr1024 - 2x upscaling
PSNR· 2022-08-24
30.14
best: 30.33 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
3D Object Super-ResolutiononFlickr1024 - 4x upscaling
PSNR· 2022-08-24
24.29
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
3D Object Super-ResolutiononKITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
best: 31.86 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
3D Object Super-Resolutionon KITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Image Super-ResolutiononKITTI2015 - 4x upscaling
PSNR· 2022-08-24
26.89
best: 26.96 (NAFSSR-L)
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
3D Object Super-ResolutiononKITTI2015 - 4x upscaling
PSNR· 2022-08-24
26.89
best: 26.96 (NAFSSR-L)
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247

Graphs7 results

Super-ResolutiononMiddlebury - 4x upscaling
PSNR· 2022-08-24
30.44
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Super-ResolutiononKITTI2012 - 4x upscaling
PSNR· 2022-08-24
27.16
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Super-ResolutiononFlickr1024 - 2x upscaling
PSNR· 2022-08-24
30.14
best: 30.33 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Super-ResolutiononFlickr1024 - 4x upscaling
PSNR· 2022-08-24
24.29
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Super-ResolutiononKITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
best: 31.86 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Super-Resolutionon KITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
Super-ResolutiononKITTI2015 - 4x upscaling
PSNR· 2022-08-24
26.89
best: 26.96 (NAFSSR-L)
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247

Methodology7 results

16konMiddlebury - 4x upscaling
PSNR· 2022-08-24
30.44
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
16konKITTI2012 - 4x upscaling
PSNR· 2022-08-24
27.16
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
16konFlickr1024 - 2x upscaling
PSNR· 2022-08-24
30.14
best: 30.33 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
16konFlickr1024 - 4x upscaling
PSNR· 2022-08-24
24.29
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
16konKITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
best: 31.86 (ASteISR)
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
16kon KITTI2012 - 2x upscaling
PSNR· 2022-08-24
31.79
SOTA
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247
16konKITTI2015 - 4x upscaling
PSNR· 2022-08-24
26.89
best: 26.96 (NAFSSR-L)
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution arXiv:2208.11247