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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1361–1370 of 9424 papers

Title	Date	Tasks	Status	Hype
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws	Oct 24, 2024	Knowledge Distillationregression	—Unverified	0
Adjusted Overfitting Regression	Oct 24, 2024	Formregression	—Unverified	0
Target Strangeness: A Novel Conformal Prediction Difficulty Estimator	Oct 24, 2024	Conformal PredictionPrediction	CodeCode Available	0
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression	Oct 23, 2024	regression	—Unverified	0
Self-Supervised Learning for Time Series: A Review & Critique of FITS	Oct 23, 2024	regressionSelf-Supervised Learning	CodeCode Available	0
Generalized Resubstitution for Regression Error Estimation	Oct 23, 2024	regression	—Unverified	0
A Kernel Perspective on Distillation-based Collaborative Learning	Oct 23, 2024	regression	—Unverified	0
regAL: Python Package for Active Learning of Regression Problems	Oct 23, 2024	Active Learningregression	—Unverified	0
A Comparison of Baseline Models and a Transformer Network for SOC Prediction in Lithium-Ion Batteries	Oct 22, 2024	Managementregression	—Unverified	0
A Survey on Deep Learning-based Gaze Direction Regression: Searching for the State-of-the-art	Oct 22, 2024	regression	—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