SOTAVerified

regression

Papers

Showing 29763000 of 9424 papers

TitleStatusHype
Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards0
Probabilistic 3d regression with projected huber distribution0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
Machine learning tools to improve nonlinear modeling parameters of RC columns0
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples0
Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression0
A path in regression Random Forest looking for spatial dependence: a taxonomy and a systematic review0
Unimodal Distributions for Ordinal RegressionCode0
Bayesian Causal Forests for Multivariate Outcomes: Application to Irish Data From an International Large Scale Education Assessment0
Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection0
PRIMO: Private Regression in Multiple Outcomes0
LORE: Logical Location Regression Network for Table Structure Recognition0
A Survey of Numerical Algorithms that can Solve the Lasso Problems0
Kernel interpolation of acoustic transfer functions with adaptive kernel for directed and residual reverberations0
Environment Invariant Linear Least SquaresCode0
On Regression in Extreme RegionsCode0
EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference0
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning0
HyperPose: Camera Pose Localization using Attention Hypernetworks0
Event-based Camera Simulation using Monte Carlo Path Tracing with Adaptive DenoisingCode0
Censored Quantile Regression with Many Controls0
Universal distribution of the empirical coverage in split conformal predictionCode0
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks0
Comparative Studies of Unsupervised and Supervised Learning Methods based on Multimedia Applications0
RweetMiner: Automatic identification and categorization of help requests on twitter during disasters0
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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