OpenCodePapers

image-super-resolution-on-manga109-3x

Image Super-Resolution
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodePSNRSSIMModelNameReleaseDate
Hierarchical Information Flow for Generalized Efficient Image Restoration36.120.9588Hi-IR-L2024-11-27
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution✓ Link36.100.9580HMA†2024-05-08
Activating More Pixels in Image Super-Resolution Transformer✓ Link36.020.9576HAT-L2022-05-09
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution✓ Link35.92HAT_FIR2022-08-24
Activating More Pixels in Image Super-Resolution Transformer✓ Link35.840.9567HAT2022-05-09
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution✓ Link35.770.9563SwinFIR2022-08-24
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution35.770.9563CPAT+2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution35.660.9559CPAT2024-07-23
Densely Residual Laplacian Super-Resolution✓ Link34.940.9518DRLN+2019-06-28
Single Image Super-Resolution via a Holistic Attention Network✓ Link34.870.9509HAN+2020-08-20
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining✓ Link34.450.9502CSNLN2020-06-02
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer✓ Link34.420.9501ML-CrAIST2024-08-19
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer✓ Link34.260.9492ML-CrAIST-Li2024-08-19
Feedback Network for Image Super-Resolution✓ Link34.18SRFBN2019-03-23
Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution34.10.9480PMRN+2020-07-19
Lightweight Image Super-Resolution with Information Multi-distillation Network✓ Link33.61IMDN2019-09-26
Lightweight Feature Fusion Network for Single Image Super-Resolution✓ Link32.80.9381LFFN-S2019-02-15
Check out how to contribute new results.