10-shot image generation on Live1 (Quality 10 Grayscale)

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	Hi-IR	29.94	No	Hierarchical Information Flow for Generalized Ef...	2024-11-27	-
2	FBCNN	29.75	No	Towards Flexible Blind JPEG Artifacts Removal	2021-09-29	Code
3	IDCN	29.71	No	Implicit Dual-domain Convolutional Network for R...	2018-10-18	-
4	Residual Dense Network +	29.7	No	Residual Dense Network for Image Restoration	2018-12-25	Code
5	MWCNN	29.69	No	Multi-level Wavelet-CNN for Image Restoration	2018-05-18	Code
6	QGAC	29.53	No	Quantization Guided JPEG Artifact Correction	2020-04-17	Code
7	MemNet	29.45	No	MemNet: A Persistent Memory Network for Image Re...	2017-08-07	Code
8	S-Net	29.44	No	S-Net: A Scalable Convolutional Neural Network f...	2018-10-18	-
9	DPW-SDNet	29.4	No	DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs f...	2018-05-27	-
10	RED30	29.35	No	Image Restoration Using Convolutional Auto-encod...	2016-06-29	Code
11	DnCNN-3	29.19	No	Beyond a Gaussian Denoiser: Residual Learning of...	2016-08-13	Code
12	ARCNN	29.11	No	Compression Artifacts Reduction by a Deep Convol...	2015-04-27	Code
13	HyperRes	28.81	No	Hypernetwork-Based Adaptive Image Restoration	2022-06-13	Code

#1Hi-IRSOTA
29.94
PSNR· 2024-11-27
Hierarchical Information Flow for Generalized Efficient Image Restoration
#2FBCNNSOTA
29.75
PSNR· 2021-09-29
Towards Flexible Blind JPEG Artifacts Removal Code
#3IDCNSOTA
29.71
PSNR· 2018-10-18
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction
#4Residual Dense Network +
29.7
PSNR· 2018-12-25
Residual Dense Network for Image Restoration Code
#5MWCNNSOTA
29.69
PSNR· 2018-05-18
Multi-level Wavelet-CNN for Image Restoration Code
#6QGAC
29.53
PSNR· 2020-04-17
Quantization Guided JPEG Artifact Correction Code
#7MemNetSOTA
29.45
PSNR· 2017-08-07
MemNet: A Persistent Memory Network for Image Restoration Code
#8S-Net
29.44
PSNR· 2018-10-18
S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction
#9DPW-SDNet
29.4
PSNR· 2018-05-27
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images
#10RED30SOTA
29.35
PSNR· 2016-06-29
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Code
#11DnCNN-3
29.19
PSNR· 2016-08-13
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Code
#12ARCNNSOTA
29.11
PSNR· 2015-04-27
Compression Artifacts Reduction by a Deep Convolutional Network Code
#13HyperRes
28.81
PSNR· 2022-06-13
Hypernetwork-Based Adaptive Image Restoration Code