SOTAVerified

regression

Papers

Showing 651675 of 9424 papers

TitleStatusHype
GBT: Two-stage transformer framework for non-stationary time series forecastingCode1
GDRNPP: A Geometry-guided and Fully Learning-based Object Pose EstimatorCode1
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio EstimationCode1
Generalized Intersection over Union: A Metric and A Loss for Bounding Box RegressionCode1
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose EstimationCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM ArchitectureCode1
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
Gradient Boosting Neural Networks: GrowNetCode1
Graph Kernels: State-of-the-Art and Future ChallengesCode1
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message PassingCode1
A randomized algorithm to solve reduced rank operator regressionCode1
GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated LearningCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System IdentificationCode1
A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding BoxCode1
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 GuidanceCode1
Hand PointNet: 3D Hand Pose Estimation Using Point SetsCode1
HealthEdge: A Machine Learning-Based Smart Healthcare Framework for Prediction of Type 2 Diabetes in an Integrated IoT, Edge, and Cloud Computing SystemCode1
Heatmap Regression via Randomized RoundingCode1
HIH: Towards More Accurate Face Alignment via Heatmap in HeatmapCode1
HNeRV: A Hybrid Neural Representation for VideosCode1
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image RetrievalCode1
How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via f-Advantage RegressionCode1
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB ImageCode1
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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