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SotA/Computer Vision/3D Object Super-Resolution

3D Object Super-Resolution

284 benchmarks2 papers

3D object super-resolution is the task of up-sampling 3D objects.

<span style="color:grey; opacity: 0.6">( Image credit: Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation )</span>

Benchmarks

3D Object Super-Resolution on Set14 - 4x upscaling

PSNR SSIM MOS LPIPS DISTS

3D Object Super-Resolution on MSU Super-Resolution for Video Compression

BSQ-rate over ERQA BSQ-rate over PSNR BSQ-rate over MS-SSIM BSQ-rate over LPIPS BSQ-rate over VMAF BSQ-rate over Subjective Score

3D Object Super-Resolution on BSD100 - 4x upscaling

PSNR SSIM MOS LPIPS DISTS

3D Object Super-Resolution on Urban100 - 4x upscaling

PSNR SSIM LPIPS DISTS Perceptual Index LR-PSNR

3D Object Super-Resolution on MSU Video Upscalers: Quality Enhancement

SSIM PSNR LPIPS VMAF

3D Object Super-Resolution on Manga109 - 4x upscaling

PSNR SSIM DISTS LPIPS LR-PSNR

3D Object Super-Resolution on Set5 - 2x upscaling

3D Object Super-Resolution on Set14 - 2x upscaling

3D Object Super-Resolution on MSU Video Super Resolution Benchmark: Detail Restoration

Subjective score ERQAv1.0 1 - LPIPS SSIM QRCRv1.0 PSNR FPS

3D Object Super-Resolution on Set5 - 3x upscaling

3D Object Super-Resolution on BSD100 - 2x upscaling

3D Object Super-Resolution on Urban100 - 2x upscaling

3D Object Super-Resolution on Vid4 - 4x upscaling

PSNR SSIM MOVIE

3D Object Super-Resolution on Set14 - 3x upscaling

3D Object Super-Resolution on Urban100 - 3x upscaling

3D Object Super-Resolution on BSD100 - 3x upscaling

3D Object Super-Resolution on DIV2K val - 4x upscaling

PSNR SSIM LPIPS LRPSNR DISTS NIQE

3D Object Super-Resolution on Manga109 - 2x upscaling

3D Object Super-Resolution on Vid4 - 4x upscaling - BD degradation

3D Object Super-Resolution on Manga109 - 3x upscaling

3D Object Super-Resolution on Set5 - 4x upscaling

3D Object Super-Resolution on FFHQ 256 x 256 - 4x upscaling

PSNR SSIM FID MS-SSIM

3D Object Super-Resolution on Flickr1024 - 2x upscaling

3D Object Super-Resolution on Middlebury - 2x upscaling

3D Object Super-Resolution on Middlebury - 4x upscaling

3D Object Super-Resolution on RealMCVSR

3D Object Super-Resolution on BurstSR

PSNR SSIM LPIPS

3D Object Super-Resolution on FFHQ 1024 x 1024 - 4x upscaling

FID MS-SSIM PSNR SSIM

3D Object Super-Resolution on IXI

PSNR 2x T2w PSNR 4x T2w SSIM 4x T2w SSIM for 2x T2w

3D Object Super-Resolution on KITTI2012 - 4x upscaling

3D Object Super-Resolution on KITTI2015 - 2x upscaling

3D Object Super-Resolution on KITTI2015 - 4x upscaling

3D Object Super-Resolution on FFHQ 512 x 512 - 4x upscaling

PSNR SSIM MS-SSIM LLE FED FID LPIPS NIQE

3D Object Super-Resolution on Flickr1024 - 4x upscaling

3D Object Super-Resolution on PROBA-V

Normalized cPSNR

3D Object Super-Resolution on Set5 - 8x upscaling

3D Object Super-Resolution on SyntheticBurst

PSNR SSIM LPIPS

3D Object Super-Resolution on UDM10 - 4x upscaling

3D Object Super-Resolution on REDS4- 4x upscaling

3D Object Super-Resolution on Set14 - 8x upscaling

3D Object Super-Resolution on VggFace2 - 8x upscaling

3D Object Super-Resolution on WebFace - 8x upscaling

3D Object Super-Resolution on BSD100 - 8x upscaling

PSNR SSIM DISTS LPIPS LRPSNR NIQE

3D Object Super-Resolution on ImageNet

3D Object Super-Resolution on KITTI2012 - 2x upscaling

3D Object Super-Resolution on CelebA

3D Object Super-Resolution on KITTI2012 - 2x upscaling

3D Object Super-Resolution on Manga109 - 8x upscaling

3D Object Super-Resolution on Ultra Video Group HD - 4x upscaling

3D Object Super-Resolution on Urban100 - 8x upscaling

3D Object Super-Resolution on CelebA-HQ 128x128

PSNR SSIM Consistency

3D Object Super-Resolution on DIV2K val-q30-4x

3D Object Super-Resolution on DIV2K val-q50-4x

3D Object Super-Resolution on DIV2K val-q70-4x

3D Object Super-Resolution on DIV2K val-q90-4x

3D Object Super-Resolution on DIV2K val-q30-2x

3D Object Super-Resolution on DIV2K val-q50-2x

3D Object Super-Resolution on DIV2K val-q70-2x

3D Object Super-Resolution on DIV2K val-q90-2x

3D Object Super-Resolution on Falling Objects

3D Object Super-Resolution on General100 - 4x upscaling

LPIPS DISTS PSNR SSIM LRPSNR NIQE LR-PSNR

3D Object Super-Resolution on PIRM-test

3D Object Super-Resolution on TbD

3D Object Super-Resolution on TbD-3D

3D Object Super-Resolution on Vimeo90K

3D Object Super-Resolution on Xiph HD - 4x upscaling

3D Object Super-Resolution on 2x upscaling

#params (K)FLOPs(G)

3D Object Super-Resolution on 3x upscaling

#params (K)FLOPs(G)

3D Object Super-Resolution on 4x upscaling

#params (K)FLOPs(G)

3D Object Super-Resolution on B100 - 2x upscaling

3D Object Super-Resolution on B100 - 3x upscaling

3D Object Super-Resolution on B100 - 4x upscaling

3D Object Super-Resolution on BSD100-2x

3D Object Super-Resolution on BSD100-4x

3D Object Super-Resolution on BSDS100 - 2x upscaling

3D Object Super-Resolution on CUFED5 - 4x upscaling

PSNR SSIM Average PSNR

3D Object Super-Resolution on DIV2K val - 8x upscaling

LPIPS PSNR SSIM DISTS LRPSNR NIQE

3D Object Super-Resolution on DIV2K val-2x

3D Object Super-Resolution on DIV2K val-4x

3D Object Super-Resolution on DIV8K val - 16x upscaling

LPIPS PSNR SSIM

3D Object Super-Resolution on General100 - 8x upscaling

LPIPS DISTS LRPSNR NIQE PSNR SSIM

3D Object Super-Resolution on Sen2venus - 2x upscaling

3D Object Super-Resolution on Set14-2x

3D Object Super-Resolution on Set14-4x

3D Object Super-Resolution on Set5-2x

3D Object Super-Resolution on Set5-4x

3D Object Super-Resolution on Sun80 - 4x upscaling

3D Object Super-Resolution on Urban100-2x

3D Object Super-Resolution on Urban100-4x

3D Object Super-Resolution on BSD100 - 16x upscaling

3D Object Super-Resolution on BSD200 - 2x upscaling

3D Object Super-Resolution on BSDS100 - 4x upscaling

3D Object Super-Resolution on BSDS100 - 8x upscaling

3D Object Super-Resolution on Celeb-HQ 4x upscaling

3D Object Super-Resolution on Chikusei Dataset

3D Object Super-Resolution on DIV2K val - 16x upscaling

3D Object Super-Resolution on DIV8K test - 16x upscaling

3D Object Super-Resolution on EPFL NIR-VIS

3D Object Super-Resolution on General-100 - 4x upscaling

DISTS LPIPS PSNR SSIM

3D Object Super-Resolution on KITTI 2012 - 2x upscaling

3D Object Super-Resolution on KITTI 2012 - 4x upscaling

3D Object Super-Resolution on KITTI 2015 - 2x upscaling

3D Object Super-Resolution on KITTI 2015 - 4x upscaling

3D Object Super-Resolution on KITTI2012 - 2x scaling

3D Object Super-Resolution on Manga109 - 16x upscaling

3D Object Super-Resolution on OLI2MSI - 3x upscaling

3D Object Super-Resolution on SAT-MTB-VSR

3D Object Super-Resolution on SPMCS - 4x upscaling

3D Object Super-Resolution on Sen2venus - 4x upscaling

3D Object Super-Resolution on Set14

3D Object Super-Resolution on Set5 - 5x upscaling

3D Object Super-Resolution on Set5 - 6x upscaling

3D Object Super-Resolution on ShipSpotting

Frechet Inception Distance

3D Object Super-Resolution on TextZoom

Average Accuracy ASTER Overall Accuracy MORAN Overall Accuracy CRNN Overall Accuracy

3D Object Super-Resolution on USR-248 - 4x upscaling

3D Object Super-Resolution on Urban100 - 16x upscaling

3D Object Super-Resolution on Vimeo-90K

3D Object Super-Resolution on WLFW

3D Object Super-Resolution on hradis et al dataset

Average PSNR SSIM