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Prediction

Papers

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Showing 101–125 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
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph TransformersCode2
Multi-Patch Prediction: Adapting LLMs for Time Series Representation LearningCode2
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
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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