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Models/RC-Net

RC-Net

Reported on 28 benchmarks across 6 tasks · 1 paper · 8 SOTA

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

Computer Vision14 results

DenoisingonBSD200 sigma50
PSNR· 2019-10-19
32.48
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
DenoisingonBSD200 sigma10
PSNR· 2019-10-19
36.36
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
DenoisingonBSD200 sigma70
PSNR· 2019-10-19
31.17
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
DenoisingonBSD200 sigma30
PSNR· 2019-10-19
33.57
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-10-19
31.86
best: 33.12 (WaveMixSR-V2)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Image Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-10-19
33.43
best: 35.35 (HMA†)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-10-19
37.42
best: 39.14 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-10-19
27.21
best: 28.16 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Image Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-10-19
28.76
best: 29.67 (Hi-IR-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-10-19
31.86
best: 33.12 (WaveMixSR-V2)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D Object Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-10-19
33.43
best: 35.35 (HMA†)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-10-19
37.42
best: 39.14 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-10-19
27.21
best: 28.16 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D Object Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-10-19
28.76
best: 29.67 (Hi-IR-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853

Graphs5 results

Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-10-19
31.86
best: 33.12 (WaveMixSR-V2)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-10-19
33.43
best: 35.35 (HMA†)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-10-19
37.42
best: 39.14 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-10-19
27.21
best: 28.16 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-10-19
28.76
best: 29.67 (Hi-IR-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853

Methodology5 results

16konBSD100 - 2x upscaling
PSNR· 2019-10-19
31.86
best: 33.12 (WaveMixSR-V2)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
16konSet5 - 3x upscaling
PSNR· 2019-10-19
33.43
best: 35.35 (HMA†)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
16konSet5 - 2x upscaling
PSNR· 2019-10-19
37.42
best: 39.14 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
16konBSD100 - 4x upscaling
PSNR· 2019-10-19
27.21
best: 28.16 (DRCT-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
16konBSD100 - 3x upscaling
PSNR· 2019-10-19
28.76
best: 29.67 (Hi-IR-L)
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853

Adversarial4 results

3D ArchitectureonBSD200 sigma50
PSNR· 2019-10-19
32.48
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D ArchitectureonBSD200 sigma10
PSNR· 2019-10-19
36.36
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D ArchitectureonBSD200 sigma70
PSNR· 2019-10-19
31.17
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853
3D ArchitectureonBSD200 sigma30
PSNR· 2019-10-19
33.57
SOTA
Image Restoration Using Deep Regulated Convolutional Networks arXiv:1910.08853