SOTAVerified

Prediction

Papers

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Showing 4576–4600 of 8759 papers

TitleStatusHype
Prediction of the electron density of states for crystalline compounds with Atomistic Line Graph Neural Networks (ALIGNN)—0
Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech—0
Building a Performance Model for Deep Learning Recommendation Model Training on GPUsCode1
Privacy-Aware Human Mobility Prediction via Adversarial Networks—0
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges—0
Context-Aware Scene Prediction Network (CASPNet)—0
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health RecordsCode0
Continual Learning for CTR Prediction: A Hybrid Approach—0
High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing—0
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections—0
SigGAN : Adversarial Model for Learning Signed Relationships in Networks—0
A Brief Survey of Machine Learning Methods for Emotion Prediction using Physiological Data—0
Phase Turbulence Prediction Method for Line-of-Sight Multiple-Input–Multiple-Output Links Caused by Atmospheric Environment—0
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining—0
Interpretable Proof Generation via Iterative Backward Reasoning—0
UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus—0
Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction—0
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods—0
Edge-based Tensor prediction via graph neural networks—0
A Comparative Study of the Performance for Predicting Biodegradability Classification: The Quantitative Structure–Activity Relationship Model vs the Graph Convolutional NetworkCode0
Prediction of Drug-Induced TdP Risks Using Machine Learning and Rabbit Ventricular Wedge Assay—0
Structure Enhanced Graph Neural Networks for Link Prediction—0
A Kernel-Expanded Stochastic Neural NetworkCode0
IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction—0
A Method for Controlling Extrapolation when Visualizing and Optimizing the Prediction Profiles of Statistical and Machine Learning Models—0
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All datasetsQM9Synthetic

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RELATIONFORMEREdit Distance9.15—Unverified
2ANY2GRAPHEdit Distance3.44—Unverified
3FGWBARY-ILE + FDEdit Distance2.84—Unverified
4ANY2GRAPH + FDEdit Distance2.13—Unverified
#ModelMetricClaimedVerifiedStatus
1CW-CNNRMSE1.15—Unverified
2CW-ATRMSE0.03—Unverified