SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2801–2850 of 9424 papers

TitleStatusHype
Hyperparameter optimization in deep multi-target predictionCode1
Contrastive Weighted Learning for Near-Infrared Gaze Estimation—0
ODBAE: a high-performance model identifying complex phenotypes in high-dimensional biological datasets—0
A Comprehensive Survey of Regression Based Loss Functions for Time Series ForecastingCode1
Fairness-aware Regression Robust to Adversarial Attacks—0
Concentration inequalities for leave-one-out cross validation—0
Uncertainty-aware predictive modeling for fair data-driven decisions—0
Improving the Predictive Performances of k Nearest Neighbors Learning by Efficient Variable Selection—0
Time series quantile regression using random forests—0
UV R-CNN: Stable and Efficient Dense Human Pose Estimation—0
A Fuzzy-set-based Joint Distribution Adaptation Method for Regression and its Application to Online Damage Quantification for Structural Digital Twin—0
Martian Ionosphere Electron Density Prediction Using Bagged Trees—0
The Projected Covariance Measure for assumption-lean variable significance testingCode0
On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis—0
A Consistent Estimator for Confounding Strength—0
Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance—0
A New Test for Market Efficiency and Uncovered Interest Parity—0
Variational Hierarchical Mixtures for Probabilistic Learning of Inverse Dynamics—0
Uncertainty-Aware DNN for Multi-Modal Camera Localization—0
PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction—0
PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle PhysicsCode1
Pi theorem formulation of flood mapping—0
Angular upsampling in diffusion MRI using contextual HemiHex sub-sampling in q-space—0
A new benchmark for group distribution shifts in hand grasp regression for object manipulation. Can meta-learning raise the bar?Code0
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings—0
Confidence-Nets: A Step Towards better Prediction Intervals for regression Neural Networks on small datasets—0
Study of Manifold Geometry using Multiscale Non-Negative Kernel Graphs—0
HARRIS: Hybrid Ranking and Regression Forests for Algorithm SelectionCode0
Exact and Approximate Conformal Inference for Multi-Output Regression—0
Nonlinear Causal Discovery via Kernel Anchor RegressionCode0
Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision—0
ImplantFormer: Vision Transformer based Implant Position Regression Using Dental CBCT Data—0
SoftBart: Soft Bayesian Additive Regression Trees—0
Nonparametric Probabilistic Regression with Coarse Learners—0
Generalizability of Functional Forms for Interatomic Potential Models Discovered by Symbolic Regression—0
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive LearningCode1
Private Isotonic Regression—0
Cap or No Cap? What Can Governments Do to Promote EV Sales?—0
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling—0
SPQR: An R Package for Semi-Parametric Density and Quantile Regression—0
High-dimensional Measurement Error Models for Lipschitz Loss—0
Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means ClusteringCode0
Imputation of missing values in multi-view data—0
Similarity between Units of Natural Language: The Transition from Coarse to Fine Estimation—0
GLS under Monotone Heteroskedasticity—0
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear BanditsCode0
Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate—0
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks—0
Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures—0
Prediction intervals for economic fixed-event forecastsCode0
Show:102550
← PrevPage 57 of 189Next →
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