10-shot image generation on LIVE1 (Quality 30 Grayscale)

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	Hi-IR	33.73	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	FBCNN	33.54	No	Towards Flexible Blind JPEG Artifacts Removal	2021-09-29	Code
3	Residual Dense Network +	33.54	No	Residual Dense Network for Image Restoration	2018-12-25	Code
4	MWCNN	33.45	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
5	QGAC	33.23	No	Quantization Guided JPEG Artifact Correction	2020-04-17	Code
6	DnCNN-3	32.98	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code
7	HyperRes	32.56	No	Hypernetwork-Based Adaptive Image Restoration	2022-06-13	Code

#1Hi-IRSOTA
33.73
PSNR· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#2FBCNN
33.54
PSNR· 2021-09-29
Towards Flexible Blind JPEG Artifacts Removal Code
#3Residual Dense Network +SOTA
33.54
PSNR· 2018-12-25
Residual Dense Network for Image Restoration Code
#4MWCNNSOTA
33.45
PSNR· 2018-05-18
Multi-level Wavelet-CNN for Image Restoration Code
#5QGAC
33.23
PSNR· 2020-04-17
Quantization Guided JPEG Artifact Correction Code
#6DnCNN-3SOTA
32.98
PSNR· 2016-08-13
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Code
#7HyperRes
32.56
PSNR· 2022-06-13
Hypernetwork-Based Adaptive Image Restoration Code