Video Frame Interpolation on MSU Video Frame Interpolation

Metric: MS-SSIM (higher is better)

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#	Model↕	MS-SSIM▼	Extra Data	Paper	Date↕	Code
1	EMA-VFI	0.965	No	Extracting Motion and Appearance via Inter-Frame...	2023-03-01	Code
2	UPR-Net LARGE	0.962	No	A Unified Pyramid Recurrent Network for Video Fr...	2022-11-07	Code
3	DQBC	0.961	No	Video Frame Interpolation with Densely Queried B...	2023-04-26	Code
4	EBME-H	0.958	No	Enhanced Bi-directional Motion Estimation for Vi...	2022-06-17	Code
5	EBME	0.957	No	Enhanced Bi-directional Motion Estimation for Vi...	2022-06-17	Code
6	XVFI (S_{tst}=5)	0.955	No	XVFI: eXtreme Video Frame Interpolation	2021-03-30	Code
7	FILM	0.948	No	FILM: Frame Interpolation for Large Motion	2022-02-10	Code
8	CURE	0.946	No	Learning Cross-Video Neural Representations for ...	2022-02-28	Code
9	ABME	0.945	No	Asymmetric Bilateral Motion Estimation for Video...	2021-08-15	Code
10	IFRNet_large	0.943	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
11	VFIformer	0.942	No	Video Frame Interpolation with Transformer	2022-05-15	Code
12	RIFE	0.939	No	RIFE: Real-Time Intermediate Flow Estimation for...	2020-11-12	Code
13	XVFI (S_{tst}=3)	0.933	No	XVFI: eXtreme Video Frame Interpolation	2021-03-30	Code
14	IFRNet_base	0.932	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
15	IFRNet_small	0.931	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
16	CDFI	0.926	No	CDFI: Compression-Driven Network Design for Fram...	2021-03-18	Code
17	Super-SloMo	0.924	No	Super SloMo: High Quality Estimation of Multiple...	2017-11-30	Code
18	AdaCoF_f	0.913	No	AdaCoF: Adaptive Collaboration of Flows for Vide...	2019-07-24	Code
19	FeFlow_f	0.911	No	-	-	Code
20	RRIN	0.902	No	-	-	Code
21	BMBC	0.898	No	-	-	Code
22	FeFlow	0.894	No	-	-	Code
23	AdaCoF	0.883	No	AdaCoF: Adaptive Collaboration of Flows for Vide...	2019-07-24	Code

#1EMA-VFISOTA
0.965
MS-SSIM· 2023-03-01
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation Code
#2UPR-Net LARGESOTA
0.962
MS-SSIM· 2022-11-07
A Unified Pyramid Recurrent Network for Video Frame Interpolation Code
#3DQBC
0.961
MS-SSIM· 2023-04-26
Video Frame Interpolation with Densely Queried Bilateral Correlation Code
#4EBME-HSOTA
0.958
MS-SSIM· 2022-06-17
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Code
#5EBME
0.957
MS-SSIM· 2022-06-17
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Code
#6XVFI (S_{tst}=5)SOTA
0.955
MS-SSIM· 2021-03-30
XVFI: eXtreme Video Frame Interpolation Code
#7FILM
0.948
MS-SSIM· 2022-02-10
FILM: Frame Interpolation for Large Motion Code
#8CURE
0.946
MS-SSIM· 2022-02-28
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Code
#9ABME
0.945
MS-SSIM· 2021-08-15
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Code
#10IFRNet_large
0.943
MS-SSIM· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#11VFIformer
0.942
MS-SSIM· 2022-05-15
Video Frame Interpolation with Transformer Code
#12RIFESOTA
0.939
MS-SSIM· 2020-11-12
RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation Code
#13XVFI (S_{tst}=3)
0.933
MS-SSIM· 2021-03-30
XVFI: eXtreme Video Frame Interpolation Code
#14IFRNet_base
0.932
MS-SSIM· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#15IFRNet_small
0.931
MS-SSIM· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#16CDFI
0.926
MS-SSIM· 2021-03-18
CDFI: Compression-Driven Network Design for Frame Interpolation Code
#17Super-SloMoSOTA
0.924
MS-SSIM· 2017-11-30
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Code
#18AdaCoF_f
0.913
MS-SSIM· 2019-07-24
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Code
#19FeFlow_f
0.911
MS-SSIM
No paperCode
#20RRIN
0.902
MS-SSIM
No paperCode
#21BMBC
0.898
MS-SSIM
No paperCode
#22FeFlow
0.894
MS-SSIM
No paperCode
#23AdaCoF
0.883
MS-SSIM· 2019-07-24
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Code