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Prediction

Papers

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Showing 601–650 of 8760 papers

TitleStatusHype
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionCode1
Neural Common Neighbor with Completion for Link PredictionCode1
Exploring QSAR Models for Activity-Cliff PredictionCode1
Simplifying Subgraph Representation Learning for Scalable Link PredictionCode1
ExplainableFold: Understanding AlphaFold Prediction with Explainable AICode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Optimizing Feature Set for Click-Through Rate PredictionCode1
Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation EquationCode1
Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric studyCode1
Explainable Multilayer Graph Neural Network for Cancer Gene PredictionCode1
Causal conditional hidden Markov model for multimodal traffic predictionCode1
Spatio-temporal neural structural causal models for bike flow predictionCode1
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps DistillationCode1
ExcelFormer: A neural network surpassing GBDTs on tabular dataCode1
Multi-Vehicle Trajectory Prediction at Intersections using State and Intention InformationCode1
TempSAL -- Uncovering Temporal Information for Deep Saliency PredictionCode1
Trajectory Unified Transformer for Pedestrian Trajectory PredictionCode1
INT2: Interactive Trajectory Prediction at IntersectionsCode1
TempSAL - Uncovering Temporal Information for Deep Saliency PredictionCode1
ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg ImagesCode1
Multi-Level Logit DistillationCode1
SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTMCode1
Generative Graph Neural Networks for Link PredictionCode1
Conformal Prediction Intervals for Remaining Useful Lifetime EstimationCode1
Multi-step-ahead Stock Price Prediction Using Recurrent Fuzzy Neural Network and Variational Mode DecompositionCode1
On Calibrating Semantic Segmentation Models: Analyses and An AlgorithmCode1
Cognitive Accident Prediction in Driving Scenes: A Multimodality BenchmarkCode1
A Retrieve-and-Read Framework for Knowledge Graph Link PredictionCode1
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval GenerationCode1
Video Prediction by Efficient TransformersCode1
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video PredictionCode1
A Generative Approach for Script Event Prediction via Contrastive Fine-tuningCode1
Sequential Predictive Conformal Inference for Time SeriesCode1
Towards Explainable Motion Prediction using Heterogeneous Graph RepresentationsCode1
Copula Conformal Prediction for Multi-step Time Series ForecastingCode1
Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal ShiftCode1
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormersCode1
Context-aware multi-head self-attentional neural network model for next location predictionCode1
Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching PerspectiveCode1
CL4CTR: A Contrastive Learning Framework for CTR PredictionCode1
Protein Language Models and Structure Prediction: Connection and ProgressionCode1
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural NetworksCode1
Search Behavior Prediction: A Hypergraph PerspectiveCode1
Hierarchical Graph Structures for Congestion and ETA PredictionCode1
Heterogenous Ensemble of Models for Molecular Property PredictionCode1
Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional ApproachCode1
CASPR: Customer Activity Sequence-based Prediction and RepresentationCode1
Influencer Detection with Dynamic Graph Neural NetworksCode1
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse GraphsCode1
Advancing Learned Video Compression with In-loop Frame PredictionCode1
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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