SOTAVerified

Prediction

Papers

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Showing 976–1000 of 8760 papers

TitleStatusHype
Improving the prediction of protein stability changes upon mutations by geometric learning and a pre-training strategyCode1
Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic ReasoningCode0
DeMuVGN: Effective Software Defect Prediction Model by Learning Multi-view Software Dependency via Graph Neural Networks—0
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems—0
Multi-modal Motion Prediction using Temporal Ensembling with Learning-based Aggregation—0
Conformal Prediction for Multimodal RegressionCode0
Prediction of microstructural representativity from a single imageCode0
Analysis of Financial Risk Behavior Prediction Using Deep Learning and Big Data Algorithms—0
VECTOR: Velocity-Enhanced GRU Neural Network for Real-Time 3D UAV Trajectory PredictionCode1
Target Strangeness: A Novel Conformal Prediction Difficulty EstimatorCode0
Can Self Supervision Rejuvenate Similarity-Based Link Prediction?—0
An Investigation on Machine Learning Predictive Accuracy Improvement and Uncertainty Reduction using VAE-based Data Augmentation—0
Cascading Failure Prediction via Causal Inference—0
Benchmarking Graph Learning for Drug-Drug Interaction Prediction—0
Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences—0
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction—0
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production—0
Future Token Prediction -- Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction—0
Anomaly Resilient Temporal QoS Prediction using Hypergraph Convoluted Transformer Network—0
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray GenerationCode0
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural NetworksCode0
Traj-Explainer: An Explainable and Robust Multi-modal Trajectory Prediction Approach—0
Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning—0
Pedestrian motion prediction evaluation for urban autonomous drivingCode0
Data Matters: The Case of Predicting Mobile Cellular TrafficCode0
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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