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SotA/Computer Vision/3D Object Super-Resolution/Set14 - 3x upscaling

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

Metric: PSNR (higher is better)

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#Model↕PSNR▼Extra DataPaperDate↕Code
1Hi-IR-L31.55NoHierarchical Information Flow for Generalized Ef...2024-11-27-
2HMA†31.47YesHMANet: Hybrid Multi-Axis Aggregation Network fo...2024-05-08Code
3HAT-L31.47NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
4HAT_FIR31.37NoSwinFIR: Revisiting the SwinIR with Fast Fourier...2022-08-24Code
5HAT31.33NoActivating More Pixels in Image Super-Resolution...2022-05-09Code
6SwinFIR31.24NoSwinFIR: Revisiting the SwinIR with Fast Fourier...2022-08-24Code
7CPAT+31.19NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
8CPAT31.15NoChannel-Partitioned Windowed Attention And Frequ...2024-07-23-
9IPT30.85YesPre-Trained Image Processing Transformer2020-12-01Code
10DRLN+30.8NoDensely Residual Laplacian Super-Resolution2019-06-28Code
11LTE30.8NoLocal Texture Estimator for Implicit Representat...2021-11-17Code
12HAN+30.79NoSingle Image Super-Resolution via a Holistic Att...2020-08-20Code
13CSNLN30.66NoImage Super-Resolution with Cross-Scale Non-Loca...2020-06-02Code
14SwinOIR30.65NoResolution Enhancement Processing on Low Quality...2023-03-16Code
15ML-CrAIST30.39NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
16IMDN30.32NoLightweight Image Super-Resolution with Informat...2019-09-26Code
17ML-CrAIST-Li30.23NoML-CrAIST: Multi-scale Low-high Frequency Inform...2024-08-19Code
18MWCNN30.16NoMulti-level Wavelet-CNN for Image Restoration2018-05-18Code
19SRFBN30.1NoFeedback Network for Image Super-Resolution2019-03-23Code
20LCSCNet29.87NoLCSCNet: Linear Compressing Based Skip-Connectin...2019-09-09Code
21DnCNN-329.81NoBeyond a Gaussian Denoiser: Residual Learning of...2016-08-13Code
22RED3029.61NoImage Restoration Using Convolutional Auto-encod...2016-06-29Code
23PMRN+29.24NoSequential Hierarchical Learning with Distributi...2020-07-19-
24Deep CNN Denoiser27.72NoLearning Deep CNN Denoiser Prior for Image Resto...2017-04-11Code