SOTAVerified

regression

Papers

Showing 77017750 of 9424 papers

TitleStatusHype
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive ModelsCode0
Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier0
Learning the Synthesizability of Dynamic Texture Samples0
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification0
On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data0
Convolutional neural network-based regression for depth prediction in digital holography0
Linearized Binary Regression0
Greedy Active Learning Algorithm for Logistic Regression Models0
Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal DiscoveryCode0
TransRev: Modeling Reviews as Translations from Users to Items0
Spherical CNNsCode0
Sliding Line Point Regression for Shape Robust Scene Text DetectionCode0
Sparse and Low-rank Tensor Estimation via Cubic Sketchings0
Deep Learning based Retinal OCT Segmentation0
Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization0
Development and application of a machine learning supported methodology for measurement and verification (M&V) 2.00
Numerical Coordinate Regression with Convolutional Neural NetworksCode0
Variable Prioritization in Nonlinear Black Box Methods: A Genetic Association Case StudyCode0
Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification0
Optimal Rates for Spectral Algorithms with Least-Squares Regression over Hilbert Spaces0
A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment0
Capital Structure in U.S., a Quantile Regression Approach with Macroeconomic Impacts0
SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty PredictionCode0
When Does Stochastic Gradient Algorithm Work Well?0
Deep Neural Networks for Survival Analysis Based on a Multi-Task FrameworkCode0
Divide and Recombine for Large and Complex Data: Model Likelihood Functions using MCMC0
Non Intrusive Load Monitoring in Chaotic Switching Networks0
Data-driven forecasting of solar irradiance0
Adversarial Perturbation Intensity Achieving Chosen Intra-Technique Transferability Level for Logistic RegressionCode0
PixelLink: Detecting Scene Text via Instance SegmentationCode0
A Greedy Search Tree Heuristic for Symbolic Regression0
Gradient-based Optimization for Regression in the Functional Tensor-Train Format0
Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONYCode0
Tensor Contraction & Regression Networks0
Distribution Regression Network0
Recognition of Hyponymy and Meronymy Relations in Word Embeddings for Polish0
Learning temporal evolution of probability distribution with Recurrent Neural Network0
Initialization matters: Orthogonal Predictive State Recurrent Neural Networks0
Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation0
Estimation and Inference on Heterogeneous Treatment Effects in High-Dimensional Dynamic Panels under Weak Dependence0
Sketching for Kronecker Product Regression and P-splines0
A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series0
Network-Scale Traffic Modeling and Forecasting with Graphical Lasso and Neural Networks0
Kernel Regression with Sparse Metric Learning0
A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression0
Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression0
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression0
Overcomplete Frame Thresholding for Acoustic Scene Analysis0
Transfer Regression via Pairwise Similarity Regularization0
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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