SOTAVerified

regression

Papers

Showing 51765200 of 9424 papers

TitleStatusHype
Dataset Meta-Learning from Kernel Ridge-Regression0
Adapting Neural Networks for Uplift Models0
View selection in multi-view stacking: Choosing the meta-learner0
Compensating data shortages in manufacturing with monotonicity knowledge0
Modern strategies for time series regression0
How Many Pages? Paper Length Prediction from the MetadataCode0
Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM SimulationCode0
An Exact Solution Path Algorithm for SLOPE and Quasi-Spherical OSCAR0
NILM as a regression versus classification problem: the importance of thresholdingCode1
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image AnalysisCode2
On Learning Continuous Pairwise Markov Random Fields0
Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos0
Sparse Symmetric Tensor Regression for Functional Connectivity Analysis0
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution SolutionsCode1
Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction0
Stereo Frustums: A Siamese Pipeline for 3D Object Detection0
Federated Learning From Big Data Over NetworksCode0
A robust low data solution: dimension prediction of semiconductor nanorods0
Learning Fast Approximations of Sparse Nonlinear RegressionCode0
Improving pronunciation assessment via ordinal regression with anchored reference samples0
Optimal Importance Sampling for Federated Learning0
Expectile Neural Networks for Genetic Data Analysis of Complex Diseases0
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems0
A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement0
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce ModelCode1
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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