SOTAVerified

regression

Papers

Showing 46514700 of 9424 papers

TitleStatusHype
Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves0
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images0
Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression0
Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations0
Adaptive and optimal online linear regression on ^1-balls0
Kernel Regression for Graph Signal Prediction in Presence of Sparse Noise0
Kernel regression in high dimensions: Refined analysis beyond double descent0
Kernel regression, minimax rates and effective dimensionality: beyond the regular case0
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples0
Kernel Regression with Sparse Metric Learning0
On the Inconsistency of Kernel Ridgeless Regression in Fixed Dimensions0
Kernel Ridge Regression for Efficient Learning of High-Capacity Hopfield Networks0
Imbalance in Regression Datasets0
Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction0
Kernel Ridge Regression via Partitioning0
Kernels and learning curves for Gaussian process regression on random graphs0
Kernel Selection for Modal Linear Regression: Optimal Kernel and IRLS Algorithm0
Kernels on Sample Sets via Nonparametric Divergence Estimates0
Kernel Stochastic Configuration Networks for Nonlinear Regression0
Kernel Three Pass Regression Filter0
A Survey Of Regression Algorithms And Connections With Deep Learning0
Kernel Truncated Regression Representation for Robust Subspace Clustering0
Kernel Two-Dimensional Ridge Regression for Subspace Clustering0
Kernel-weighted specification testing under general distributions0
Accurate Estimation of Quantitative Trait Locus Effects with Epistatic by Improved Variational Linear Regression0
Latent Regression Bayesian Network for Data Representation0
Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture0
Kickback cuts Backprop's red-tape: Biologically plausible credit assignment in neural networks0
Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction0
KLUE-CORE: A regression model of semantic textual similarity0
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge0
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection0
LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction0
KNN Ensembles for Tweedie Regression: The Power of Multiscale Neighborhoods0
k-NN Regression Adapts to Local Intrinsic Dimension0
D2Q-DETR: Decoupling and Dynamic Queries for Oriented Object Detection with Transformers0
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection0
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models0
Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring0
Boosting of Head Pose Estimation by Knowledge Distillation0
Knowledge Distillation Under Ideal Joint Classifier Assumption0
Knowledge distillation via softmax regression representation learning0
Image Response Regression via Deep Neural Networks0
A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression0
Knowledge Trees: Gradient Boosting Decision Trees on Knowledge Neurons as Probing Classifier0
Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID0
Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design0
A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression0
CYUT at ROCLING-2021 Shared Task: Based on BERT and MacBERT0
Image-Guided Outdoor LiDAR Perception Quality Assessment for Autonomous Driving0
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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