Prediction

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–175 of 8760 papers

Title	Date	Tasks	Status	Hype
BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving	May 19, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2
RITA: a Study on Scaling Up Generative Protein Sequence Models	May 11, 2022	PredictionProtein Design	CodeCode Available	2
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction	Apr 16, 2022	Link PredictionPrediction	CodeCode Available	2
Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction	Apr 6, 2022	PredictionStock Prediction	CodeCode Available	2
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion	Mar 25, 2022	DiversityPedestrian Trajectory Prediction	CodeCode Available	2
Protein Representation Learning by Geometric Structure Pretraining	Mar 11, 2022	Contrastive LearningPrediction	CodeCode Available	2
M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction	Feb 24, 2022	Open-Ended Question AnsweringPrediction	CodeCode Available	2
Contextual Semantic Embeddings for Ontology Subsumption Prediction	Feb 20, 2022	Knowledge Graph EmbeddingsLanguage Modeling	CodeCode Available	2
HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction	Jan 1, 2022	Autonomous DrivingAutonomous Vehicles	CodeCode Available	2
LibCity: An Open Library for Traffic Prediction	Nov 4, 2021	Multivariate Time Series ForecastingPrediction	CodeCode Available	2
Sparse Auxiliary Networks for Unified Monocular Depth Prediction and Completion	Mar 30, 2021	Depth EstimationDepth Prediction	CodeCode Available	2
Distribution-Free, Risk-Controlling Prediction Sets	Jan 7, 2021	BIG-bench Machine LearningClassification	CodeCode Available	2
Learning Accurate Long-term Dynamics for Model-based Reinforcement Learning	Dec 16, 2020	Model-based Reinforcement LearningPrediction	CodeCode Available	2
Conformal prediction interval for dynamic time-series	Oct 18, 2020	Conformal PredictionEnsemble Learning	CodeCode Available	2
Torch-Struct: Deep Structured Prediction Library	Jul 1, 2020	Deep LearningPrediction	CodeCode Available	2
DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction	Apr 19, 2020	Deep LearningDrug Discovery	CodeCode Available	2
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction	Mar 2, 2020	ImputationMissing Values	CodeCode Available	2
Adversarial Detection and Correction by Matching Prediction Distributions	Feb 21, 2020	Prediction	CodeCode Available	2
Torch-Struct: Deep Structured Prediction Library	Feb 3, 2020	Deep LearningPrediction	CodeCode Available	2
CoverNet: Multimodal Behavior Prediction using Trajectory Sets	Nov 23, 2019	Predictionregression	CodeCode Available	2
FLEN: Leveraging Field for Scalable CTR Prediction	Nov 12, 2019	Click-Through Rate PredictionPrediction	CodeCode Available	2
Bayesian Temporal Factorization for Multidimensional Time Series Prediction	Oct 14, 2019	ImputationMissing Values	CodeCode Available	2
NGBoost: Natural Gradient Boosting for Probabilistic Prediction	Oct 8, 2019	Predictionregression	CodeCode Available	2
Enforcing geometric constraints of virtual normal for depth prediction	Jul 29, 2019	Depth EstimationDepth Prediction	CodeCode Available	2
Document Expansion by Query Prediction	Apr 17, 2019	Passage Re-RankingPrediction	CodeCode Available	2

Show:10 25 50

← PrevPage 7 of 351Next →

All datasets QM9 Synthetic

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	RELATIONFORMER	Edit Distance	9.15	—	Unverified
2	ANY2GRAPH	Edit Distance	3.44	—	Unverified
3	FGWBARY-ILE + FD	Edit Distance	2.84	—	Unverified
4	ANY2GRAPH + FD	Edit Distance	2.13	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CW-CNN	RMSE	1.15	—	Unverified
2	CW-AT	RMSE	0.03	—	Unverified