10-shot image generation on Real HSI

Metric: User Study Score (higher is better)

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#	Model↕	User Study Score▼	Extra Data	Paper	Date↕	Code
1	DAUHST-9stg	15	No	Degradation-Aware Unfolding Half-Shuffle Transfo...	2022-05-20	Code
2	DPU	15	No	-	-	Code
3	SSR	15	No	-	-	Code
4	CST-L	14	No	Coarse-to-Fine Sparse Transformer for Hyperspect...	2022-03-09	Code
5	MST++	13	No	MST++: Multi-stage Spectral-wise Transformer for...	2022-04-17	Code
6	MST	12	No	Mask-guided Spectral-wise Transformer for Effici...	2021-11-15	Code
7	HDNet	11	No	HDNet: High-resolution Dual-domain Learning for ...	2022-03-04	Code
8	BiSCI	10	No	-	-	-
9	TSA-Net	9	No	-	-	Code

#1DAUHST-9stgSOTA
15
User Study Score· 2022-05-20
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Code
#2DPU
15
User Study Score
No paperCode
#3SSR
15
User Study Score
No paperCode
#4CST-LSOTA
14
User Study Score· 2022-03-09
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction Code
#5MST++
13
User Study Score· 2022-04-17
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Code
#6MSTSOTA
12
User Study Score· 2021-11-15
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Code
#7HDNet
11
User Study Score· 2022-03-04
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging Code
#8BiSCI
10
User Study Score
No paper
#9TSA-Net
9
User Study Score
No paperCode