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Showing 441–450 of 9424 papers

Title	Date	Tasks	Status	Hype
Improving Generalizability of Fake News Detection Methods using Propensity Score Matching	Jan 28, 2020	Fake News Detectionregression	CodeCode Available	1
Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression	Dec 2, 2020	regression	CodeCode Available	1
Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning	Nov 16, 2022	ClassificationImage Classification	CodeCode Available	1
Improving Zero-Shot Models with Label Distribution Priors	Dec 1, 2022	Attributeregression	CodeCode Available	1
Inferring networks from time series: a neural approach	Mar 30, 2023	parameter estimationregression	CodeCode Available	1
Information-Theoretic Diffusion	Feb 7, 2023	DenoisingImage Generation	CodeCode Available	1
Auto-Encoding Score Distribution Regression for Action Quality Assessment	Nov 22, 2021	Action Quality Assessmentregression	CodeCode Available	1
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows	May 15, 2021	AttributeKnowledge Distillation	CodeCode Available	1
Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations	Mar 30, 2022	Active Learningregression	CodeCode Available	1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities	Feb 13, 2020	Additive modelsregression	CodeCode Available	1

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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