SOTAVerified

regression

Papers

Showing 12011225 of 9424 papers

TitleStatusHype
Regression with Multi-Expert Deferral0
On Causal Inference with Model-Based OutcomesCode0
Scaling up ridge regression for brain encoding in a massive individual fMRI datasetCode0
DeepSample: DNN sampling-based testing for operational accuracy assessment0
Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance EstimationCode0
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory PredictionCode2
FastCAR: Fast Classification And Regression Multi-Task Learning via Task Consolidation for Modelling a Continuous Property Variable of Object Classes0
Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation0
"You are an expert annotator": Automatic Best-Worst-Scaling Annotations for Emotion Intensity Modeling0
Multi-attention Associate Prediction Network for Visual Tracking0
Optimal convex M-estimation via score matching0
Near-Optimal differentially private low-rank trace regression with guaranteed private initialization0
ANN-Based Adaptive NMPC for Uranium Extraction-Scrubbing Operation in Spent Nuclear Fuel Treatment Process0
Modelling with Discretized VariablesCode0
Cell Tracking according to Biological Needs -- Strong Mitosis-aware Multi-Hypothesis Tracker with Aleatoric UncertaintyCode0
Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networks0
Double Cross-fit Doubly Robust Estimators: Beyond Series RegressionCode0
An Analysis of Linear Time Series Forecasting ModelsCode1
Impact Assessment of Missing Data in Model Predictions for Earth Observation ApplicationsCode0
Fused LASSO as Non-Crossing Quantile Regression0
Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression0
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation0
Modal Analysis of Spatiotemporal Data via Multivariate Gaussian Process Regression0
Tighter Confidence Bounds for Sequential Kernel Regression0
Inflation Target at Risk: A Time-varying Parameter Distributional Regression0
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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