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regression

Papers

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Showing 1–50 of 9424 papers

TitleStatusHype
EvoGP: A GPU-accelerated Framework for Tree-based Genetic ProgrammingCode7
AutoTrain: No-code training for state-of-the-art modelsCode7
D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution RefinementCode7
Gravity-aligned Rotation Averaging with Circular RegressionCode7
Improved Differentially Private Regression via Gradient BoostingCode5
Evaluating Deep Regression Models for WSI-Based Gene-Expression PredictionCode4
Cameras as Rays: Pose Estimation via Ray DiffusionCode4
BlazePose: On-device Real-time Body Pose trackingCode4
Link and code: Fast indexing with graphs and compact regression codesCode4
Improved 3D Point-Line Mapping Regression for Camera RelocalizationCode3
Decoding-based RegressionCode3
Around the World in 80 Timesteps: A Generative Approach to Global Visual GeolocationCode3
Predicting from Strings: Language Model Embeddings for Bayesian OptimizationCode3
Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular DataCode3
OmniPred: Language Models as Universal RegressorsCode3
TorchCP: A Python Library for Conformal PredictionCode3
Physical Symbolic OptimizationCode3
Class Symbolic Regression: Gotta Fit 'Em AllCode3
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D EnvironmentsCode3
RoMa: Robust Dense Feature MatchingCode3
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical lawsCode3
AER: Auto-Encoder with Regression for Time Series Anomaly DetectionCode3
Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional ProbabilitiesCode3
Benchmarking Automatic Machine Learning FrameworksCode3
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary ClassificationCode2
mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imagingCode2
LightLoc: Learning Outdoor LiDAR Localization at Light SpeedCode2
Axes that matter: PCA with a differenceCode2
GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor RegressionCode2
Quantized symbolic time series approximationCode2
SymbolFit: Automatic Parametric Modeling with Symbolic RegressionCode2
Very fast Bayesian Additive Regression Trees on GPUCode2
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning ModelsCode2
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
Mixed-curvature decision trees and random forestsCode2
GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual LocalizationCode2
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
Discovering symbolic expressions with parallelized tree searchCode2
SegVG: Transferring Object Bounding Box to Segmentation for Visual GroundingCode2
RegMix: Data Mixture as Regression for Language Model Pre-trainingCode2
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random FeaturesCode2
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion RecognitionCode2
KAGNNs: Kolmogorov-Arnold Networks meet Graph LearningCode2
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and ForecastingCode2
LLM Processes: Numerical Predictive Distributions Conditioned on Natural LanguageCode2
Map-Relative Pose Regression for Visual Re-LocalizationCode2
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context ExamplesCode2
SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large ObjectsCode2
Video-Based Human Pose Regression via Decoupled Space-Time AggregationCode2
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified