Video Frame Interpolation on MSU Video Frame Interpolation

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	EMA-VFI	29.89	No	Extracting Motion and Appearance via Inter-Frame...	2023-03-01	Code
2	UPR-Net LARGE	29.73	No	A Unified Pyramid Recurrent Network for Video Fr...	2022-11-07	Code
3	DQBC	29.45	No	Video Frame Interpolation with Densely Queried B...	2023-04-26	Code
4	EBME-H	28.77	No	Enhanced Bi-directional Motion Estimation for Vi...	2022-06-17	Code
5	EBME	28.56	No	Enhanced Bi-directional Motion Estimation for Vi...	2022-06-17	Code
6	VFIformer	28.34	No	Video Frame Interpolation with Transformer	2022-05-15	Code
7	FILM	28.11	No	FILM: Frame Interpolation for Large Motion	2022-02-10	Code
8	IFRNet_large	28.04	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
9	CURE	28.01	No	Learning Cross-Video Neural Representations for ...	2022-02-28	Code
10	ABME	27.99	No	Asymmetric Bilateral Motion Estimation for Video...	2021-08-15	Code
11	XVFI (S_{tst}=5)	27.86	No	XVFI: eXtreme Video Frame Interpolation	2021-03-30	Code
12	IFRNet_base	27.67	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
13	IFRNet_small	27.45	No	IFRNet: Intermediate Feature Refine Network for ...	2022-05-29	Code
14	XVFI (S_{tst}=3)	27.35	No	XVFI: eXtreme Video Frame Interpolation	2021-03-30	Code
15	RIFE	27.15	No	RIFE: Real-Time Intermediate Flow Estimation for...	2020-11-12	Code
16	CDFI	26.99	No	CDFI: Compression-Driven Network Design for Fram...	2021-03-18	Code
17	Super-SloMo	26.69	No	Super SloMo: High Quality Estimation of Multiple...	2017-11-30	Code
18	SepConv-L1	26.36	No	Video Frame Interpolation via Adaptive Separable...	2017-08-05	Code
19	RRIN	25.76	No	-	-	Code
20	AdaCoF_f	24.99	No	AdaCoF: Adaptive Collaboration of Flows for Vide...	2019-07-24	Code
21	FeFlow_f	24.48	No	-	-	Code
22	BMBC	23.34	No	-	-	Code
23	FeFlow	23.28	No	-	-	Code
24	AdaCoF	23.17	No	AdaCoF: Adaptive Collaboration of Flows for Vide...	2019-07-24	Code

#1EMA-VFISOTA
29.89
PSNR· 2023-03-01
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation Code
#2UPR-Net LARGESOTA
29.73
PSNR· 2022-11-07
A Unified Pyramid Recurrent Network for Video Frame Interpolation Code
#3DQBC
29.45
PSNR· 2023-04-26
Video Frame Interpolation with Densely Queried Bilateral Correlation Code
#4EBME-HSOTA
28.77
PSNR· 2022-06-17
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Code
#5EBME
28.56
PSNR· 2022-06-17
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Code
#6VFIformerSOTA
28.34
PSNR· 2022-05-15
Video Frame Interpolation with Transformer Code
#7FILMSOTA
28.11
PSNR· 2022-02-10
FILM: Frame Interpolation for Large Motion Code
#8IFRNet_large
28.04
PSNR· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#9CURE
28.01
PSNR· 2022-02-28
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Code
#10ABMESOTA
27.99
PSNR· 2021-08-15
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Code
#11XVFI (S_{tst}=5)SOTA
27.86
PSNR· 2021-03-30
XVFI: eXtreme Video Frame Interpolation Code
#12IFRNet_base
27.67
PSNR· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#13IFRNet_small
27.45
PSNR· 2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Code
#14XVFI (S_{tst}=3)
27.35
PSNR· 2021-03-30
XVFI: eXtreme Video Frame Interpolation Code
#15RIFESOTA
27.15
PSNR· 2020-11-12
RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation Code
#16CDFI
26.99
PSNR· 2021-03-18
CDFI: Compression-Driven Network Design for Frame Interpolation Code
#17Super-SloMoSOTA
26.69
PSNR· 2017-11-30
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Code
#18SepConv-L1SOTA
26.36
PSNR· 2017-08-05
Video Frame Interpolation via Adaptive Separable Convolution Code
#19RRIN
25.76
PSNR
No paperCode
#20AdaCoF_f
24.99
PSNR· 2019-07-24
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Code
#21FeFlow_f
24.48
PSNR
No paperCode
#22BMBC
23.34
PSNR
No paperCode
#23FeFlow
23.28
PSNR
No paperCode
#24AdaCoF
23.17
PSNR· 2019-07-24
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Code