Video Frame Interpolation on X4K1000FPS

Metric: PSNR (higher is better)

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	HiFI	32.92	No	High-Resolution Frame Interpolation with Patch-b...	2024-10-15	-
2	DBVI	32.89	No	-	-	Code
3	VFIMamba	32.15	No	VFIMamba: Video Frame Interpolation with State S...	2024-07-02	Code
4	NCM-Base	31.63	No	Neighbor Correspondence Matching for Flow-based ...	2022-07-14	-
5	EMA-VFI	31.46	No	Extracting Motion and Appearance via Inter-Frame...	2023-03-01	Code
6	BiFormer	31.32	No	BiFormer: Learning Bilateral Motion Estimation v...	2023-04-05	Code
7	M2M-PWC	30.81	No	Many-to-many Splatting for Efficient Video Frame...	2022-04-07	Code
8	UPR-Net large	30.68	No	A Unified Pyramid Recurrent Network for Video Fr...	2022-11-07	Code
9	ECMNet	30.51	No	Enhanced Correlation Matching based Video Frame ...	2021-11-17	-
10	fLDR-Net	30.45	No	Efficient Feature Extraction for High-resolution...	2022-11-25	Code
11	ABME	30.16	No	Asymmetric Bilateral Motion Estimation for Video...	2021-08-15	Code
12	XVFI-Net (S_{tst}=5)	30.12	No	XVFI: eXtreme Video Frame Interpolation	2021-03-30	Code
13	EBME-H*	29.46	No	Enhanced Bi-directional Motion Estimation for Vi...	2022-06-17	Code
14	XVFI-Net (S_{tst}=3)	28.86	No	XVFI: eXtreme Video Frame Interpolation	2021-03-30	Code
15	DAIN_f	27.52	No	Depth-Aware Video Frame Interpolation	2019-04-01	Code
16	DAIN	26.78	No	Depth-Aware Video Frame Interpolation	2019-04-01	Code
17	AdaCoF_f	25.81	No	AdaCoF: Adaptive Collaboration of Flows for Vide...	2019-07-24	Code
18	FeFlow_f	25.16	No	-	-	Code
19	FeFlow	24	No	-	-	Code
20	AdaCoF	23.9	No	AdaCoF: Adaptive Collaboration of Flows for Vide...	2019-07-24	Code

#1HiFISOTA
32.92
PSNR· 2024-10-15
High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion
#2DBVI
32.89
PSNR
No paperCode
#3VFIMambaSOTA
32.15
PSNR· 2024-07-02
VFIMamba: Video Frame Interpolation with State Space Models Code
#4NCM-BaseSOTA
31.63
PSNR· 2022-07-14
Neighbor Correspondence Matching for Flow-based Video Frame Synthesis
#5EMA-VFI
31.46
PSNR· 2023-03-01
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation Code
#6BiFormer
31.32
PSNR· 2023-04-05
BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation Code
#7M2M-PWCSOTA
30.81
PSNR· 2022-04-07
Many-to-many Splatting for Efficient Video Frame Interpolation Code
#8UPR-Net large
30.68
PSNR· 2022-11-07
A Unified Pyramid Recurrent Network for Video Frame Interpolation Code
#9ECMNetSOTA
30.51
PSNR· 2021-11-17
Enhanced Correlation Matching based Video Frame Interpolation
#10fLDR-Net
30.45
PSNR· 2022-11-25
Efficient Feature Extraction for High-resolution Video Frame Interpolation Code
#11ABMESOTA
30.16
PSNR· 2021-08-15
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Code
#12XVFI-Net (S_{tst}=5)SOTA
30.12
PSNR· 2021-03-30
XVFI: eXtreme Video Frame Interpolation Code
#13EBME-H*
29.46
PSNR· 2022-06-17
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Code
#14XVFI-Net (S_{tst}=3)
28.86
PSNR· 2021-03-30
XVFI: eXtreme Video Frame Interpolation Code
#15DAIN_fSOTA
27.52
PSNR· 2019-04-01
Depth-Aware Video Frame Interpolation Code
#16DAIN
26.78
PSNR· 2019-04-01
Depth-Aware Video Frame Interpolation Code
#17AdaCoF_f
25.81
PSNR· 2019-07-24
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Code
#18FeFlow_f
25.16
PSNR
No paperCode
#19FeFlow
24
PSNR
No paperCode
#20AdaCoF
23.9
PSNR· 2019-07-24
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Code