10-shot image generation on CSD

Metric: Average PSNR (dB) (higher is better)

LeaderboardDataset

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#	Model↕	Average PSNR (dB)▼	Extra Data	Paper	Date↕	Code
1	Instruct-IPT	40.12	No	Instruct-IPT: All-in-One Image Processing Transf...	2024-06-30	Code
2	SnowFormer	39.45	No	SnowFormer: Context Interaction Transformer with...	2022-08-20	Code
3	Restormer	35.43	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
4	NAFNet	35.13	No	Simple Baselines for Image Restoration	2022-04-10	Code
5	UFormer	33.8	No	Uformer: A General U-Shaped Transformer for Imag...	2021-06-06	Code
6	HDCW-Net	29.06	No	-	-	Code

#1Instruct-IPTSOTA
40.12
Average PSNR (dB)· 2024-06-30
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation Code
#2SnowFormerSOTA
39.45
Average PSNR (dB)· 2022-08-20
SnowFormer: Context Interaction Transformer with Scale-awareness for Single Image Desnowing Code
#3RestormerSOTA
35.43
Average PSNR (dB)· 2021-11-18
Restormer: Efficient Transformer for High-Resolution Image Restoration Code
#4NAFNet
35.13
Average PSNR (dB)· 2022-04-10
Simple Baselines for Image Restoration Code
#5UFormerSOTA
33.8
Average PSNR (dB)· 2021-06-06
Uformer: A General U-Shaped Transformer for Image Restoration Code
#6HDCW-Net
29.06
Average PSNR (dB)
No paperCode