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Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	EMA-VFI	0.9819	No	Extracting Motion and Appearance via Inter-Frame...	2023-03-01	Code
2	DQBC	0.9817	No	Video Frame Interpolation with Densely Queried B...	2023-04-26	Code
3	UPR-Net LARGE	0.9815	No	A Unified Pyramid Recurrent Network for Video Fr...	2022-11-07	Code
4	EBME-H*	0.981	No	Enhanced Bi-directional Motion Estimation for Vi...	2022-06-17	Code
5	IFRNet	0.9808	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
6	ABME	0.9805	No	Asymmetric Bilateral Motion Estimation for Video...	2021-08-15	Code
7	MA-CSPA	0.98	No	Exploring Motion Ambiguity and Alignment for Hig...	2022-03-19	-
8	NCM-Base	0.9795	No	Neighbor Correspondence Matching for Flow-based ...	2022-07-14	-
9	CURE	0.9789	No	Learning Cross-Video Neural Representations for ...	2022-02-28	Code
10	M2M-PWC	0.978	No	Many-to-many Splatting for Efficient Video Frame...	2022-04-07	Code
11	BMBC	0.9764	No	BMBC:Bilateral Motion Estimation with Bilateral ...	2020-07-17	Code
12	XVFI	0.976	No	XVFI: eXtreme Video Frame Interpolation	2021-03-30	Code
13	DAIN	0.9756	No	Depth-Aware Video Frame Interpolation	2019-04-01	Code
14	ECMNet	0.9749	No	Enhanced Correlation Matching based Video Frame ...	2021-11-17	-
15	SoftSplat	0.97	No	Softmax Splatting for Video Frame Interpolation	2020-03-11	Code
16	FILM	0.97	No	FILM: Frame Interpolation for Large Motion	2022-02-10	Code
17	RRIN	0.9643	No	-	-	Code
18	RVRT	0.9576	No	Recurrent Video Restoration Transformer with Gui...	2022-06-05	Code

#1EMA-VFISOTA
0.9819
SSIM· 2023-03-01
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation Code
#2DQBC
0.9817
SSIM· 2023-04-26
Video Frame Interpolation with Densely Queried Bilateral Correlation Code
#3UPR-Net LARGESOTA
0.9815
SSIM· 2022-11-07
A Unified Pyramid Recurrent Network for Video Frame Interpolation Code
#4EBME-H*SOTA
0.981
SSIM· 2022-06-17
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Code
#5IFRNetSOTA
0.9808
SSIM· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#6ABMESOTA
0.9805
SSIM· 2021-08-15
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Code
#7MA-CSPA
0.98
SSIM· 2022-03-19
Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation
#8NCM-Base
0.9795
SSIM· 2022-07-14
Neighbor Correspondence Matching for Flow-based Video Frame Synthesis
#9CURE
0.9789
SSIM· 2022-02-28
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Code
#10M2M-PWC
0.978
SSIM· 2022-04-07
Many-to-many Splatting for Efficient Video Frame Interpolation Code
#11BMBCSOTA
0.9764
SSIM· 2020-07-17
BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation Code
#12XVFI
0.976
SSIM· 2021-03-30
XVFI: eXtreme Video Frame Interpolation Code
#13DAINSOTA
0.9756
SSIM· 2019-04-01
Depth-Aware Video Frame Interpolation Code
#14ECMNet
0.9749
SSIM· 2021-11-17
Enhanced Correlation Matching based Video Frame Interpolation
#15SoftSplat
0.97
SSIM· 2020-03-11
Softmax Splatting for Video Frame Interpolation Code
#16FILM
0.97
SSIM· 2022-02-10
FILM: Frame Interpolation for Large Motion Code
#17RRIN
0.9643
SSIM
No paperCode
#18RVRT
0.9576
SSIM· 2022-06-05
Recurrent Video Restoration Transformer with Guided Deformable Attention Code