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regression

Papers

Showing 451475 of 9424 papers

TitleStatusHype
Kernel PCA with the Nyström methodCode1
Assessing the Performance of Online Students -- New Data, New Approaches, Improved AccuracyCode1
Machine learning on DNA-encoded library count data using an uncertainty-aware probabilistic loss functionCode1
Generative and Contrastive Self-Supervised Learning for Graph Anomaly DetectionCode1
Group-aware Contrastive Regression for Action Quality AssessmentCode1
Disentangled High Quality Salient Object DetectionCode1
Fully Neural Network Mode Based Intra Prediction of Variable Block SizeCode1
Generic Neural Architecture Search via RegressionCode1
Improving Music Performance Assessment with Contrastive LearningCode1
CDRNN: Discovering Complex Dynamics in Human Language ProcessingCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Design-Robust Two-Way-Fixed-Effects Regression For Panel DataCode1
Human Pose Regression with Residual Log-likelihood EstimationCode1
A local approach to parameter space reduction for regression and classification tasksCode1
Neural Variational Gradient DescentCode1
LARGE: Latent-Based Regression through GAN SemanticsCode1
Structure-Aware Long Short-Term Memory Network for 3D Cephalometric Landmark DetectionCode1
Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale TasksCode1
Depth Estimation from Monocular Images and Sparse radar using Deep Ordinal Regression NetworkCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
Disentangle Your Dense Object DetectorCode1
Polarized Self-Attention: Towards High-quality Pixel-wise RegressionCode1
Valid prediction intervals for regression problemsCode1
Fast Bayesian Variable Selection in Binomial and Negative Binomial RegressionCode1
SymbolicGPT: A Generative Transformer Model for Symbolic RegressionCode1
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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