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Video Frame Interpolation On X4K1000Fps

评估指标

PSNR
SSIM

评测结果

各个模型在此基准测试上的表现结果

模型名称
PSNR
SSIM
Paper TitleRepository
ABME30.160.8793Asymmetric Bilateral Motion Estimation for Video Frame Interpolation
DBVI32.890.939Deep Bayesian Video Frame Interpolation
FeFlow24.000.756FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation
UPR-Net large30.680.9086A Unified Pyramid Recurrent Network for Video Frame Interpolation
DAIN_f27.520.821Depth-Aware Video Frame Interpolation
VFIMamba32.150.9246VFIMamba: Video Frame Interpolation with State Space Models
M2M-PWC30.810.912Many-to-many Splatting for Efficient Video Frame Interpolation
NCM-Base31.630.9185Neighbor Correspondence Matching for Flow-based Video Frame Synthesis-
EBME-H*29.460.902Enhanced Bi-directional Motion Estimation for Video Frame Interpolation
HiFI32.920.931High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion-
EMA-VFI31.46-Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation
AdaCoF23.900.727AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation
FeFlow_f25.160.783FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation
XVFI-Net (S_{tst}=3)28.860.858XVFI: eXtreme Video Frame Interpolation
AdaCoF_f25.810.772AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation
BiFormer31.320.9212BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation
fLDR-Net30.45-Efficient Feature Extraction for High-resolution Video Frame Interpolation
XVFI-Net (S_{tst}=5)30.120.870XVFI: eXtreme Video Frame Interpolation
ECMNet30.510.8719Enhanced Correlation Matching based Video Frame Interpolation-
DAIN26.780.807Depth-Aware Video Frame Interpolation
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