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Prediction

Papers

Showing 20512100 of 8760 papers

TitleStatusHype
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign StrategyCode0
MS-Net: A Multi-Path Sparse Model for Motion Prediction in Multi-Scenes0
Graph Construction with Flexible Nodes for Traffic Demand PredictionCode0
Fractal interpolation in the context of prediction accuracy optimization0
Value Prediction for Spatiotemporal Gait Data Using Deep Learning0
GoalNet: Goal Areas Oriented Pedestrian Trajectory Prediction0
Attacks Against Mobility Prediction in 5G Networks0
Towards Safe and Reliable Autonomous Driving: Dynamic Occupancy Set Prediction0
Combination of Weak Learners eXplanations to Improve Random Forest eXplicability Robustness0
A Protein Structure Prediction Approach Leveraging Transformer and CNN Integration0
Humanoid Locomotion as Next Token Prediction0
Beyond Language Models: Byte Models are Digital World Simulators0
A Cognitive-Based Trajectory Prediction Approach for Autonomous DrivingCode2
ICE-SEARCH: A Language Model-Driven Feature Selection Approach0
Ensemble Methodology:Innovations in Credit Default Prediction Using LightGBM, XGBoost, and LocalEnsemble0
Material Microstructure Design Using VAE-Regression with Multimodal Prior0
Predicting machine failures from multivariate time series: an industrial case study0
Energy-Efficient Scheduling with Predictions0
Prediction-Powered Ranking of Large Language ModelsCode0
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent0
Uncertainty Quantification in Anomaly Detection with Cross-Conformal p-ValuesCode0
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset0
Conformalized Selective Regression0
Hyperdimensional Representation Learning for Node Classification and Link Prediction0
REPLAY: Modeling Time-Varying Temporal Regularities of Human Mobility for Location Prediction over Sparse TrajectoriesCode0
GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series0
Orthogonal Gradient Boosting for Simpler Additive Rule EnsemblesCode0
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue RegularizationCode1
Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language ReasoningCode0
Outlier detection by ensembling uncertainty with negative objectnessCode1
Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks0
A Relation-Interactive Approach for Message Passing in Hyper-relational Knowledge Graphs0
Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting0
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein EmbeddingCode3
Link Prediction with Physics-Inspired Graph Neural Networks0
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion ForecastingCode1
Improving Building Temperature Forecasting: A Data-driven Approach with System Scenario Clustering0
Best of Many in Both Worlds: Online Resource Allocation with Predictions under Unknown Arrival Model0
Efficient Normalized Conformal Prediction and Uncertainty Quantification for Anti-Cancer Drug Sensitivity Prediction with Deep Regression Forests0
TransGOP: Transformer-Based Gaze Object PredictionCode1
SRNDiff: Short-term Rainfall Nowcasting with Condition Diffusion ModelCode1
PIP-Net: Pedestrian Intention Prediction in the Wild0
An Equivariant Pretrained Transformer for Unified 3D Molecular Representation Learning0
TorchCP: A Python Library for Conformal PredictionCode3
Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&ACode0
Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set RelationshipsCode2
MGF: Mixed Gaussian Flow for Diverse Trajectory PredictionCode1
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI AutomationCode1
Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport LossCode1
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal PredictionCode3
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Benchmark Results

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