Video Frame Interpolation

Benchmarks

Dataset Name	SOTA Method	Metric
Vimeo90K (test)	VFIformer (ours)	PSNR36.69	153	2mo ago
UCF101	Ours-Aug (DQBC)	PSNR35.44	122	3mo ago
Vimeo90K	TCL	PSNR36.85	62	4mo ago
SNU-FILM Extreme	VFIMamba	PSNR25.79	59	4mo ago
SNU-FILM Hard	VFIMamba	PSNR30.99	59	4mo ago
SNU-FILM Medium	VFIMamba	PSNR36.4	59	4mo ago
SNU-FILM Easy	VFIMamba	PSNR40.51	59	4mo ago
Vimeo90K septuplet	VFI-Transformer	PSNR36.46	58	4mo ago
Middlebury	Ours-Aug (DQBC)	Average IE Error1.78	42	4mo ago
UCF101 (test)	EMA-VFI	PSNR35.48	41	4mo ago
DAVIS	VFIT-B	PSNR28.09	33	3mo ago
Xiph-2k	HiFI	PSNR37.36	29	4mo ago
X 2K (test)	HiFI	PSNR33.94	29	4mo ago
Xiph4K	HiFI	PSNR35.4	26	4mo ago
Xiph 4K (test)	M2M-PWC	PSNR34.88	25	4mo ago
MultiInterpBench	ArbInterp	FID26.5	24	4mo ago
Vimeo-90k	VFIT-B	PSNR36.963	24	3mo ago
Middlebury	Ours-triplets	PSNR38.83	24	4mo ago
Middlebury (other)	DAIN	IE2.04	24	4mo ago
SNU-FILM (test)	UPR-Net LARGE	PSNR (Easy)40.44	23	4mo ago
Vimeo-90K septuplet	VFIT-B	PSNR36.96	20	4mo ago
X4K1000FPS (X-TEST)	NCM (Ours-Large)	PSNR31.86	19	4mo ago
SNU-FILM	EBME-H*	PSNR (Easy)40.28	18	4mo ago
BS-ERGB	TIDES	LPIPS0.0335	17	1mo ago
SNU-FILM Extreme	ST-MFNet	PSNR25.81	16	4mo ago

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