10-shot image generation on CAVE

Metric: SSIM (higher is better)

LeaderboardDataset

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	SSR	0.978	No	-	-	Code
2	DPU	0.977	No	-	-	Code
3	RDLUF	0.974	No	Residual Degradation Learning Unfolding Framewor...	2022-11-13	Code
4	RCUMP	0.969	No	-	-	-
5	DAUHST-9stg	0.967	No	Degradation-Aware Unfolding Half-Shuffle Transfo...	2022-05-20	Code
6	CST-L	0.957	No	Coarse-to-Fine Sparse Transformer for Hyperspect...	2022-03-09	Code
7	MST++	0.951	No	MST++: Multi-stage Spectral-wise Transformer for...	2022-04-17	Code
8	MST-L	0.948	No	Mask-guided Spectral-wise Transformer for Effici...	2021-11-15	Code
9	HDNet	0.943	No	HDNet: High-resolution Dual-domain Learning for ...	2022-03-04	Code
10	BiSRNet	0.837	No	-	-	-

#1SSR
0.978
SSIM
No paperCode
#2DPU
0.977
SSIM
No paperCode
#3RDLUFSOTA
0.974
SSIM· 2022-11-13
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Code
#4RCUMP
0.969
SSIM
No paper
#5DAUHST-9stgSOTA
0.967
SSIM· 2022-05-20
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Code
#6CST-LSOTA
0.957
SSIM· 2022-03-09
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction Code
#7MST++
0.951
SSIM· 2022-04-17
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Code
#8MST-LSOTA
0.948
SSIM· 2021-11-15
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Code
#9HDNet
0.943
SSIM· 2022-03-04
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging Code
#10BiSRNet
0.837
SSIM
No paper