SOTAVerified

regression

Papers

Showing 24012425 of 9424 papers

TitleStatusHype
Beyond Log-Concavity: Theory and Algorithm for Sum-Log-Concave Optimization0
Wave-shape Function Model Order Estimation by Trigonometric Regression0
Hebbian learning inspired estimation of the linear regression parameters from queries0
Uncertainty Aware Deep Learning for Particle Accelerators0
MMA-Net: Multiple Morphology-Aware Network for Automated Cobb Angle Measurement0
Predicting environment effects on breast cancer by implementing machine learning0
Linked shrinkage to improve estimation of interaction effects in regression modelsCode0
A Weighted Prognostic Covariate Adjustment Method for Efficient and Powerful Treatment Effect Inferences in Randomized Controlled Trials0
Unified Inference for Dynamic Quantile Predictive Regression0
Development of an intelligent system for the detection of corona virus using artificial neural network0
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay0
BARTSIMP: flexible spatial covariate modeling and prediction using Bayesian additive regression trees0
A Unified Scheme of ResNet and Softmax0
A Spectral Theory of Neural Prediction and AlignmentCode0
Stock Market Sentiment Classification and Backtesting via Fine-tuned BERT0
Confidence Calibration for Systems with Cascaded Predictive Modules0
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds0
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds0
S-BDT: Distributed Differentially Private Boosted Decision TreesCode0
Distribution-Independent Regression for Generalized Linear Models with Oblivious Corruptions0
Conformalized Multimodal Uncertainty Regression and Reasoning0
Symbolic Regression on Sparse and Noisy Data with Gaussian Processes0
Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text0
Potential and limitations of random Fourier features for dequantizing quantum machine learning0
PAGER: A Framework for Failure Analysis of Deep Regression Models0
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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