SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–360 of 1237 papers

TitleStatusHype
Graph Signal Adaptive Message Passing—0
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports—0
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling—0
GIG: Graph Data Imputation With Graph Differential Dependencies—0
FastSTI: A Fast Conditional Pseudo Numerical Diffusion Model for Spatio-temporal Traffic Data Imputation—0
Dual-Label Learning With Irregularly Present Labels—0
Scaling Wearable Foundation Models—0
DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone—0
Revisited Large Language Model for Time Series Analysis through Modality Alignment—0
Synthesizing Proton-Density Fat Fraction and R_2^* from 2-point Dixon MRI with Generative Machine Learning—0
Show:102550
← PrevPage 36 of 124Next →
All datasetsHMNISTPhysioNet Challenge 2012Sprites

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)MSE0—Unverified