10-shot image generation on CAVE

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	SSR	40.69	No	-	-	Code
2	DPU	40.52	No	-	-	Code
3	RDLUF	39.57	No	Residual Degradation Learning Unfolding Framewor...	2022-11-13	Code
4	RCUMP	38.96	No	-	-	-
5	DAUHST-9stg	38.36	No	Degradation-Aware Unfolding Half-Shuffle Transfo...	2022-05-20	Code
6	CST-L	36.12	No	Coarse-to-Fine Sparse Transformer for Hyperspect...	2022-03-09	Code
7	MST++	35.99	No	MST++: Multi-stage Spectral-wise Transformer for...	2022-04-17	Code
8	MST-L	35.18	No	Mask-guided Spectral-wise Transformer for Effici...	2021-11-15	Code
9	HDNet	34.97	No	HDNet: High-resolution Dual-domain Learning for ...	2022-03-04	Code
10	BiSRNet	29.76	No	-	-	-

#1SSR
40.69
PSNR
No paperCode
#2DPU
40.52
PSNR
No paperCode
#3RDLUFSOTA
39.57
PSNR· 2022-11-13
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Code
#4RCUMP
38.96
PSNR
No paper
#5DAUHST-9stgSOTA
38.36
PSNR· 2022-05-20
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Code
#6CST-LSOTA
36.12
PSNR· 2022-03-09
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction Code
#7MST++
35.99
PSNR· 2022-04-17
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Code
#8MST-LSOTA
35.18
PSNR· 2021-11-15
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Code
#9HDNet
34.97
PSNR· 2022-03-04
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging Code
#10BiSRNet
29.76
PSNR
No paper