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Prediction

Papers

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Showing 251–300 of 8760 papers

TitleStatusHype
Multi-Transmotion: Pre-trained Model for Human Motion PredictionCode1
DiffBatt: A Diffusion Model for Battery Degradation Prediction and SynthesisCode1
Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility PredictionCode1
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and BenchmarkingCode1
LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property PredictionCode1
Toward Conditional Distribution Calibration in Survival PredictionCode1
Improving the prediction of protein stability changes upon mutations by geometric learning and a pre-training strategyCode1
VECTOR: Velocity-Enhanced GRU Neural Network for Real-Time 3D UAV Trajectory PredictionCode1
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility PredictionCode1
FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of InterpretabilityCode1
TEOcc: Radar-camera Multi-modal Occupancy Prediction via Temporal EnhancementCode1
DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular DockingCode1
GeOT: A spatially explicit framework for evaluating spatio-temporal predictionsCode1
TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory PredictionCode1
SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion PredictionCode1
Metalic: Meta-Learning In-Context with Protein Language ModelsCode1
Reliable Probabilistic Human Trajectory Prediction for Autonomous ApplicationsCode1
Immunogenicity Prediction with Dual Attention Enables Vaccine Target SelectionCode1
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence LearningCode1
Delving Deep into Engagement Prediction of Short VideosCode1
HR-Extreme: A High-Resolution Dataset for Extreme Weather ForecastingCode1
A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow PredictionCode1
Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference SpeedCode1
Reinforcement Learning-based Model Predictive Control for Greenhouse Climate ControlCode1
PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid DynamicsCode1
Data Augmentation via Latent Diffusion for Saliency PredictionCode1
EasyST: A Simple Framework for Spatio-Temporal PredictionCode1
Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image ClassificationCode1
AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic FrameworkCode1
ReactZyme: A Benchmark for Enzyme-Reaction PredictionCode1
CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity PredictionCode1
OccMamba: Semantic Occupancy Prediction with State Space ModelsCode1
TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and DynamicsCode1
Uncertainty Quantification of Surrogate Models using Conformal PredictionCode1
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression RecognitionCode1
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse DynamicsCode1
Self-Explainable Graph Transformer for Link Sign PredictionCode1
Extracting polygonal footprints in off-nadir images with Segment Anything ModelCode1
IMGCN: Interpretable Masked Graph Convolution Network for Pedestrian Trajectory PredictionCode1
Unified-IoU: For High-Quality Object DetectionCode1
Review-driven Personalized Preference Reasoning with Large Language Models for RecommendationCode1
Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic PredictionCode1
Learning Rule-Induced Subgraph Representations for Inductive Relation PredictionCode1
RICA2: Rubric-Informed, Calibrated Assessment of ActionsCode1
Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative DrivingCode1
MSMA: Multi-agent Trajectory Prediction in Connected and Autonomous Vehicle Environment with Multi-source Data IntegrationCode1
Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting ModelsCode1
AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope PredictionCode1
M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image AnalysisCode1
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet DiffusionCode1
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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