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Prediction

Papers

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Showing 151–200 of 8760 papers

TitleStatusHype
DeepPurpose: a Deep Learning Library for Drug-Target Interaction PredictionCode2
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
DeepDTA: Deep Drug-Target Binding Affinity PredictionCode2
Autonomous Driving with Spiking Neural NetworksCode2
Descriptor-based Foundation Models for Molecular Property PredictionCode2
IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence ModelingCode2
Improving Molecular Properties Prediction Through Latent Space FusionCode2
Learning Accurate Long-term Dynamics for Model-based Reinforcement LearningCode2
LibCity: An Open Library for Traffic PredictionCode2
Cross-Prediction-Powered InferenceCode2
Contextual Semantic Embeddings for Ontology Subsumption PredictionCode2
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron AnalysisCode2
Making Pre-trained Language Models Great on Tabular PredictionCode2
Analyzing Learned Molecular Representations for Property PredictionCode2
Bayesian Temporal Factorization for Multidimensional Time Series PredictionCode2
CoverNet: Multimodal Behavior Prediction using Trajectory SetsCode2
CVT-Occ: Cost Volume Temporal Fusion for 3D Occupancy PredictionCode2
BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous DrivingCode2
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural NetworkCode2
Motion Transformer with Global Intention Localization and Local Movement RefinementCode2
MPA: MultiPath++ Based Architecture for Motion PredictionCode2
MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge -- Motion PredictionCode2
MTR++: Multi-Agent Motion Prediction with Symmetric Scene Modeling and Guided Intention QueryingCode2
BjTT: A Large-scale Multimodal Dataset for Traffic PredictionCode2
Brain Tumour Removing and Missing Modality Generation using 3D WDMCode2
Certified Human Trajectory PredictionCode2
Multimodal Prototyping for cancer survival predictionCode2
Leapfrog Diffusion Model for Stochastic Trajectory PredictionCode2
NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow ModelsCode2
REACT: Real-time Efficiency and Accuracy Compromise for Tradeoffs in Scene Graph GenerationCode2
3D Infomax improves GNNs for Molecular Property PredictionCode1
Conformal Prediction via Regression-as-ClassificationCode1
Conformal Prediction Intervals for Remaining Useful Lifetime EstimationCode1
Conformal prediction set for time-seriesCode1
Conformal Prediction with Large Language Models for Multi-Choice Question AnsweringCode1
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and RefinementCode1
Conformal Prediction for Time Series with Modern Hopfield NetworksCode1
Accurate Protein Structure Prediction by Embeddings and Deep Learning RepresentationsCode1
Conformal prediction for multi-dimensional time series by ellipsoidal setsCode1
Conformal Prediction Under Feedback Covariate Shift for Biomolecular DesignCode1
Conformal Prediction for Zero-Shot ModelsCode1
Conformal Prediction with Missing ValuesCode1
Another look at inference after predictionCode1
Conformal Language ModelingCode1
Conformal Load Prediction with Transductive Graph AutoencodersCode1
Accurate Grid Keypoint Learning for Efficient Video PredictionCode1
3D-based RNA function prediction tools in rnaglibCode1
Conformal PID Control for Time Series PredictionCode1
Confidence-Aware Learning for Camouflaged Object DetectionCode1
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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