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Showing 1001–1010 of 9424 papers

Title	Date	Tasks	Status	Hype
Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction	Mar 18, 2025	Conformal PredictionPrediction	CodeCode Available	0
Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression	Mar 17, 2025	regression	—Unverified	0
Treatment Effect Heterogeneity in Regression Discontinuity Designs	Mar 17, 2025	regression	—Unverified	0
H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations	Mar 17, 2025	regressionUncertainty Quantification	—Unverified	0
Bayesian Kernel Regression for Functional Data	Mar 17, 2025	parameter estimationregression	—Unverified	0
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants	Mar 17, 2025	3D ReconstructionFeature Importance	—Unverified	0
Functional Factor Regression with an Application to Electricity Price Curve Modeling	Mar 16, 2025	regressionvalid	CodeCode Available	0
Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions	Mar 16, 2025	Prediction Intervalsregression	—Unverified	0
Mixed-feature Logistic Regression Robust to Distribution Shifts	Mar 15, 2025	regression	CodeCode Available	0
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression	Mar 14, 2025	Image Compressionregression	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified