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Prediction

Papers

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Showing 101–150 of 8760 papers

TitleStatusHype
MonoOcc: Digging into Monocular Semantic Occupancy PredictionCode2
Scalable Spatiotemporal Prediction with Bayesian Neural FieldsCode2
The pitfalls of next-token predictionCode2
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal InconsistencyCode2
BjTT: A Large-scale Multimodal Dataset for Traffic PredictionCode2
Making Pre-trained Language Models Great on Tabular PredictionCode2
OccFusion: Multi-Sensor Fusion Framework for 3D Semantic Occupancy PredictionCode2
A Cognitive-Based Trajectory Prediction Approach for Autonomous DrivingCode2
Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set RelationshipsCode2
Transductive Active Learning: Theory and ApplicationsCode2
PLAPT: Protein-Ligand Binding Affinity Prediction Using Pretrained TransformersCode2
Multi-Patch Prediction: Adapting LLMs for Time Series Representation LearningCode2
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph TransformersCode2
General Flow as Foundation Affordance for Scalable Robot LearningCode2
Spatial-Temporal Large Language Model for Traffic PredictionCode2
Multi-Modal Representation Learning for Molecular Property Prediction: Sequence, Graph, GeometryCode2
Fully Sparse 3D Occupancy PredictionCode2
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free EnvironmentsCode2
Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving ApplicationsCode2
SelfOcc: Self-Supervised Vision-Based 3D Occupancy PredictionCode2
FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height PluginCode2
PPI++: Efficient Prediction-Powered InferenceCode2
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and PredictionCode2
Improving Molecular Properties Prediction Through Latent Space FusionCode2
Conformal Prediction for Deep Classifier via Label RankingCode2
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense PredictionCode2
Cross-Prediction-Powered InferenceCode2
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural NetworkCode2
Conformal prediction under ambiguous ground truthCode2
MTR++: Multi-Agent Motion Prediction with Symmetric Scene Modeling and Guided Intention QueryingCode2
SkyGPT: Probabilistic Short-term Solar Forecasting Using Synthetic Sky Videos from Physics-constrained VideoGPTCode2
QCNeXt: A Next-Generation Framework For Joint Multi-Agent Trajectory PredictionCode2
Link Prediction without Graph Neural NetworksCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
FedGH: Heterogeneous Federated Learning with Generalized Global HeaderCode2
Leapfrog Diffusion Model for Stochastic Trajectory PredictionCode2
HumanMAC: Masked Motion Completion for Human Motion PredictionCode2
Prediction-Powered InferenceCode2
PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow PredictionCode2
Behind the Scenes: Density Fields for Single View ReconstructionCode2
IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence ModelingCode2
Query-Centric Trajectory PredictionCode2
Spatio-Temporal Self-Supervised Learning for Traffic Flow PredictionCode2
Motion Transformer with Global Intention Localization and Local Movement RefinementCode2
MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge -- Motion PredictionCode2
Multi-Grained Angle Representation for Remote Sensing Object DetectionCode2
Accurate RNA 3D structure prediction using a language model-based deep learning approachCode2
MPA: MultiPath++ Based Architecture for Motion PredictionCode2
SimVP: Simpler yet Better Video PredictionCode2
BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous DrivingCode2
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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