Image Generation on iHarmony4

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	HDNet	40.46	No	Hierarchical Dynamic Image Harmonization	2022-11-16	Code
2	GKNet	39.53	No	Learning Global-aware Kernel for Image Harmoniza...	2023-05-19	-
3	PCT-Net	39.28	No	-	-	Code
4	DucoNet	39.17	No	Deep Image Harmonization in Dual Color Spaces	2023-08-05	Code
5	HDNet-lite	38.63	No	Hierarchical Dynamic Image Harmonization	2022-11-16	Code
6	PHNet	38.54	No	PHNet: Patch-based Normalization for Portrait Ha...	2024-02-27	-
7	CDTNet	38.23	No	High-Resolution Image Harmonization via Collabor...	2021-09-14	Code
8	LRIP	38.07	No	Dense Pixel-to-Pixel Harmonization via Continuou...	2023-03-03	Code
9	DCCF	37.87	No	DCCF: Deep Comprehensible Color Filter Learning ...	2022-07-11	Code
10	Harmonizer	37.84	No	Harmonizer: Learning to Perform White-Box Image ...	2022-07-04	Code
11	D-HT	37.55	No	-	-	Code
12	S2CRNet-VGG	37.18	No	Spatial-Separated Curve Rendering Network for Ef...	2021-09-13	Code
13	RainNet	36.12	No	Region-aware Adaptive Instance Normalization for...	2021-06-05	Code
14	Intrinsic	35.9	No	-	-	Code
15	BargainNet	35.88	No	BargainNet: Background-Guided Domain Translation...	2020-09-19	Code
16	DoveNet	34.76	No	DoveNet: Deep Image Harmonization via Domain Ver...	2019-11-27	Code

#1HDNetSOTA
40.46
PSNR· 2022-11-16
Hierarchical Dynamic Image Harmonization Code
#2GKNet
39.53
PSNR· 2023-05-19
Learning Global-aware Kernel for Image Harmonization
#3PCT-Net
39.28
PSNR
No paperCode
#4DucoNet
39.17
PSNR· 2023-08-05
Deep Image Harmonization in Dual Color Spaces Code
#5HDNet-lite
38.63
PSNR· 2022-11-16
Hierarchical Dynamic Image Harmonization Code
#6PHNet
38.54
PSNR· 2024-02-27
PHNet: Patch-based Normalization for Portrait Harmonization
#7CDTNetSOTA
38.23
PSNR· 2021-09-14
High-Resolution Image Harmonization via Collaborative Dual Transformations Code
#8LRIP
38.07
PSNR· 2023-03-03
Dense Pixel-to-Pixel Harmonization via Continuous Image Representation Code
#9DCCF
37.87
PSNR· 2022-07-11
DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization Code
#10Harmonizer
37.84
PSNR· 2022-07-04
Harmonizer: Learning to Perform White-Box Image and Video Harmonization Code
#11D-HT
37.55
PSNR
No paperCode
#12S2CRNet-VGGSOTA
37.18
PSNR· 2021-09-13
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization Code
#13RainNetSOTA
36.12
PSNR· 2021-06-05
Region-aware Adaptive Instance Normalization for Image Harmonization Code
#14Intrinsic
35.9
PSNR
No paperCode
#15BargainNetSOTA
35.88
PSNR· 2020-09-19
BargainNet: Background-Guided Domain Translation for Image Harmonization Code
#16DoveNetSOTA
34.76
PSNR· 2019-11-27
DoveNet: Deep Image Harmonization via Domain Verification Code