Inverse-Tone-Mapping on VDS dataset: Multi exposure stack-based inverse tone mapping

Metric: Reinhard'TMO-PSNR (higher is better)

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#	Model↕	Reinhard'TMO-PSNR▼	Extra Data	Paper	Date↕	Code
1	Deep Conditional HDRI	35.75	No	-	-	-
2	CEVR	34.67	No	Learning Continuous Exposure Value Representatio...	2023-09-07	Code
3	DiffHDRsyn	34.12	No	End-to-End Differentiable Learning to HDR Image ...	2020-06-29	Code
4	Deep Recursive HDRI	32.94	No	-	-	Code
5	Liu et al.	30.88	No	Single-Image HDR Reconstruction by Learning to R...	2020-04-02	Code
6	Deep Chain HDRI	30.86	No	Deep Chain HDRI: Reconstructing a High Dynamic R...	2018-01-19	-
7	DrTMO	25.49	No	-	-	Code
8	ExpandNet	23.03	No	ExpandNet: A Deep Convolutional Neural Network f...	2018-03-06	Code
9	Santos et al.	22.56	No	-	-	-

#1Deep Conditional HDRI
35.75
Reinhard'TMO-PSNR
No paper
#2CEVRSOTA
34.67
Reinhard'TMO-PSNR· 2023-09-07
Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction Code
#3DiffHDRsynSOTA
34.12
Reinhard'TMO-PSNR· 2020-06-29
End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images Code
#4Deep Recursive HDRI
32.94
Reinhard'TMO-PSNR
No paperCode
#5Liu et al.SOTA
30.88
Reinhard'TMO-PSNR· 2020-04-02
Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline Code
#6Deep Chain HDRISOTA
30.86
Reinhard'TMO-PSNR· 2018-01-19
Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image
#7DrTMO
25.49
Reinhard'TMO-PSNR
No paperCode
#8ExpandNet
23.03
Reinhard'TMO-PSNR· 2018-03-06
ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content Code
#9Santos et al.
22.56
Reinhard'TMO-PSNR
No paper