Video on UCF101

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	EMA-VFI	35.48	No	Extracting Motion and Appearance via Inter-Frame...	2023-03-01	Code
2	UPR-Net LARGE	35.47	No	A Unified Pyramid Recurrent Network for Video Fr...	2022-11-07	Code
3	VFIMamba	35.45	No	VFIMamba: Video Frame Interpolation with State S...	2024-07-02	Code
4	DQBC	35.44	No	Video Frame Interpolation with Densely Queried B...	2023-04-26	Code
5	MA-CSPA	35.43	No	Exploring Motion Ambiguity and Alignment for Hig...	2022-03-19	-
6	IFRNet	35.42	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
7	EBME-H*	35.41	No	Enhanced Bi-directional Motion Estimation for Vi...	2022-06-17	Code
8	SoftSplat	35.39	No	Softmax Splatting for Video Frame Interpolation	2020-03-11	Code
9	ABME	35.38	No	Asymmetric Bilateral Motion Estimation for Video...	2021-08-15	Code
10	CURE	35.36	No	Learning Cross-Video Neural Representations for ...	2022-02-28	Code
11	NCM-Base	35.36	No	Neighbor Correspondence Matching for Flow-based ...	2022-07-14	-
12	FILM	35.32	No	FILM: Frame Interpolation for Large Motion	2022-02-10	Code
13	CDFI	35.21	No	CDFI: Compression-Driven Network Design for Fram...	2021-03-18	Code
14	M2M-PWC	35.17	No	Many-to-many Splatting for Efficient Video Frame...	2022-04-07	Code
15	BMBC	35.15	No	BMBC:Bilateral Motion Estimation with Bilateral ...	2020-07-17	Code
16	DAIN	34.99	No	Depth-Aware Video Frame Interpolation	2019-04-01	Code
17	RRIN	34.93	No	-	-	Code
18	ST-MFNet	33.384	No	ST-MFNet: A Spatio-Temporal Multi-Flow Network f...	2021-11-30	Code

#1EMA-VFISOTA
35.48
PSNR· 2023-03-01
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation Code
#2UPR-Net LARGESOTA
35.47
PSNR· 2022-11-07
A Unified Pyramid Recurrent Network for Video Frame Interpolation Code
#3VFIMamba
35.45
PSNR· 2024-07-02
VFIMamba: Video Frame Interpolation with State Space Models Code
#4DQBC
35.44
PSNR· 2023-04-26
Video Frame Interpolation with Densely Queried Bilateral Correlation Code
#5MA-CSPASOTA
35.43
PSNR· 2022-03-19
Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation
#6IFRNet
35.42
PSNR· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#7EBME-H*
35.41
PSNR· 2022-06-17
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Code
#8SoftSplatSOTA
35.39
PSNR· 2020-03-11
Softmax Splatting for Video Frame Interpolation Code
#9ABME
35.38
PSNR· 2021-08-15
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Code
#10CURE
35.36
PSNR· 2022-02-28
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Code
#11NCM-Base
35.36
PSNR· 2022-07-14
Neighbor Correspondence Matching for Flow-based Video Frame Synthesis
#12FILM
35.32
PSNR· 2022-02-10
FILM: Frame Interpolation for Large Motion Code
#13CDFI
35.21
PSNR· 2021-03-18
CDFI: Compression-Driven Network Design for Frame Interpolation Code
#14M2M-PWC
35.17
PSNR· 2022-04-07
Many-to-many Splatting for Efficient Video Frame Interpolation Code
#15BMBC
35.15
PSNR· 2020-07-17
BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation Code
#16DAINSOTA
34.99
PSNR· 2019-04-01
Depth-Aware Video Frame Interpolation Code
#17RRIN
34.93
PSNR
No paperCode
#18ST-MFNet
33.384
PSNR· 2021-11-30
ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation Code