Video on X4K1000FPS

Metric: PSNR (higher is better)

LeaderboardDataset

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Results

#	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