SOTAVerified

regression

Papers

Showing 26512675 of 9424 papers

TitleStatusHype
Wormhole MAML: Meta-Learning in Glued Parameter Space0
AER: Auto-Encoder with Regression for Time Series Anomaly DetectionCode3
Feature Selection Approaches for Optimising Music Emotion Recognition Methods0
Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders0
Mining the Factor Zoo: Estimation of Latent Factor Models with Sufficient Proxies0
Sitting Posture Recognition Using a Spiking Neural Network0
Exact Selective Inference with Randomization0
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank0
A Bayesian Robust Regression Method for Corrupted Data Reconstruction0
The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich RegimesCode0
Monotonous Parameter Estimation of One Class of Nonlinearly Parameterized Regressions without Overparameterization0
Physics-Informed Gaussian Process Regression Generalizes Linear PDE SolversCode1
SALVE: Self-supervised Adaptive Low-light Video Enhancement0
Leveraging Pre-Trained Acoustic Feature Extractor For Affective Vocal Bursts TasksCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data0
A Theoretical Study of The Effects of Adversarial Attacks on Sparse Regression0
Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurementsCode0
Uncertainty in Real-Time Semantic Segmentation on Embedded SystemsCode0
Sophisticated deep learning with on-chip optical diffractive tensor processing0
Continuous Semi-Supervised Nonnegative Matrix Factorization0
Steel Phase Kinetics Modeling using Symbolic Regression0
Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems0
Support Vector Regression: Risk Quadrangle Framework0
Faithful Heteroscedastic Regression with Neural NetworksCode0
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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