SOTAVerified

Space-time Video Super-resolution

Papers

Showing 110 of 24 papers

TitleStatusHype
VRT: A Video Restoration TransformerCode3
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-ResolutionCode2
Towards Interpretable Video Super-Resolution via Alternating OptimizationCode1
STDAN: Deformable Attention Network for Space-Time Video Super-ResolutionCode1
EvEnhancer: Empowering Effectiveness, Efficiency and Generalizability for Continuous Space-Time Video Super-Resolution with EventsCode1
MoTIF: Learning Motion Trajectories with Local Implicit Neural Functions for Continuous Space-Time Video Super-ResolutionCode1
RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-ResolutionCode1
Efficient Space-time Video Super Resolution using Low-Resolution Flow and Mask UpsamplingCode1
Enhancing Space-time Video Super-resolution via Spatial-temporal Feature InteractionCode1
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-ResolutionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VRTPSNR36.98Unverified
2RSTT-LPSNR36.8Unverified
3RSTT-MPSNR36.78Unverified
4RSTT-SPSNR36.58Unverified
#ModelMetricClaimedVerifiedStatus
1VRTPSNR36.01Unverified
2RSTT-LPSNR35.66Unverified
3RSTT-MPSNR35.62Unverified
4RSTT-SPSNR35.43Unverified