SOTAVerified

Video Reconstruction

Source: Deep-SloMo

Papers

Showing 110 of 145 papers

TitleStatusHype
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation ModelCode7
Image and Video Tokenization with Binary Spherical QuantizationCode3
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-TrainingCode3
Motion Representations for Articulated AnimationCode3
First Order Motion Model for Image AnimationCode3
LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion ModelsCode2
Seeing World Dynamics in a NutshellCode2
LARP: Tokenizing Videos with a Learned Autoregressive Generative PriorCode2
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video ReconstructionCode2
Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent SpaceCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HiNeRVAverage PSNR (dB)38.02Unverified
2CoordFlowAverage PSNR (dB)36.54Unverified
3FFNeRVAverage PSNR (dB)35.63Unverified
4HNeRVAverage PSNR (dB)35.23Unverified
5E-NeRVAverage PSNR (dB)34.85Unverified
6PS-NeRVAverage PSNR (dB)34.61Unverified
7NeRVAverage PSNR (dB)34.49Unverified
#ModelMetricClaimedVerifiedStatus
1E2VIDMean Squared Error0.18Unverified
2E2VID+Mean Squared Error0.07Unverified
3ET-NetMean Squared Error0.05Unverified
4HyperE2VIDMean Squared Error0.03Unverified
#ModelMetricClaimedVerifiedStatus
1E2VIDMean Squared Error0.23Unverified
2E2VID+Mean Squared Error0.13Unverified
3ET-NetMean Squared Error0.11Unverified
4HyperE2VIDMean Squared Error0.08Unverified
#ModelMetricClaimedVerifiedStatus
1FOMML10.02Unverified
2Siarohin et al.L10.02Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.17Unverified
2Siarohin et al.AED0.15Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.2Unverified
2Siarohin et al.AED0.17Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.16Unverified
2Siarohin et al.AED0.11Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.13Unverified
2Siarohin et al.AED0.13Unverified
#ModelMetricClaimedVerifiedStatus
1First Order MotionL10.06Unverified