SOTAVerified

regression

Papers

Showing 23012325 of 9424 papers

TitleStatusHype
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN ArchitecturesCode0
GDN: A Stacking Network Used for Skin Cancer DiagnosisCode0
Diagnostic Tool for Out-of-Sample Model EvaluationCode0
A Strategy for Label Alignment in Deep Neural NetworksCode0
Deep Learning for Multi-Country GDP Prediction: A Study of Model Performance and Data ImpactCode0
Generalized Multi-Output Gaussian Process Censored RegressionCode0
Dictionary-based Manifold LearningCode0
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral dataCode0
Deterministic Gaussian Averaged Neural NetworksCode0
Determination of toxic comments and unintended model bias minimization using Deep learning approachCode0
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report GenerationCode0
Geometric Loss Functions for Camera Pose Regression with Deep LearningCode0
Geometry-Aware Instrumental Variable RegressionCode0
Geometry-Aware Maximum Likelihood Estimation of Intrinsic DimensionCode0
ggRandomForests: Visually Exploring a Random Forest for RegressionCode0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Deterministic error bounds for kernel-based learning techniques under bounded noiseCode0
DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression NetworksCode0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution ShiftsCode0
Coverage Error Optimal Confidence Intervals for Local Polynomial RegressionCode0
Dependent relevance determination for smooth and structured sparse regressionCode0
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTMCode0
Detecting Errors in a Numerical Response via any Regression ModelCode0
A step towards understanding why classification helps regressionCode0
Densely connected neural networks for nonlinear regressionCode0
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Benchmark Results

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