Video Frame Interpolation On X4K1000Fps

Metrics

PSNR

SSIM

Results

Performance results of various models on this benchmark

			Paper Title	Repository
HiFI	32.92	0.931	High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion	-
DBVI	32.89	0.939	Deep Bayesian Video Frame Interpolation	-
VFIMamba	32.15	0.9246	VFIMamba: Video Frame Interpolation with State Space Models
NCM-Base	31.63	0.9185	Neighbor Correspondence Matching for Flow-based Video Frame Synthesis	-
EMA-VFI	31.46	-	Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation
BiFormer	31.32	0.9212	BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation
M2M-PWC	30.81	0.912	Many-to-many Splatting for Efficient Video Frame Interpolation
UPR-Net large	30.68	0.9086	A Unified Pyramid Recurrent Network for Video Frame Interpolation
ECMNet	30.51	0.8719	Enhanced Correlation Matching based Video Frame Interpolation	-
fLDR-Net	30.45	-	Efficient Feature Extraction for High-resolution Video Frame Interpolation
ABME	30.16	0.8793	Asymmetric Bilateral Motion Estimation for Video Frame Interpolation
XVFI-Net (S_{tst}=5)	30.12	0.870	XVFI: eXtreme Video Frame Interpolation
EBME-H*	29.46	0.902	Enhanced Bi-directional Motion Estimation for Video Frame Interpolation
XVFI-Net (S_{tst}=3)	28.86	0.858	XVFI: eXtreme Video Frame Interpolation
DAIN_f	27.52	0.821	Depth-Aware Video Frame Interpolation
DAIN	26.78	0.807	Depth-Aware Video Frame Interpolation
AdaCoF_f	25.81	0.772	AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation
FeFlow_f	25.16	0.783	FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation	-
FeFlow	24.00	0.756	FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation	-
AdaCoF	23.90	0.727	AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation

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Video Frame Interpolation On X4K1000Fps

Metrics

Results