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Papers

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Showing 281–290 of 9424 papers

Title	Date	Tasks	Status	Hype
Bayesian Additive Regression Networks	Apr 5, 2024	regression	CodeCode Available	1
Bayesian inference for logistic models using Polya-Gamma latent variables	May 2, 2012	Bayesian InferenceComputational Efficiency	CodeCode Available	1
BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale	Dec 4, 2021	BenchmarkingHyperparameter Optimization	CodeCode Available	1
CCDM: Continuous Conditional Diffusion Models for Image Generation	May 6, 2024	DenoisingImage Generation	CodeCode Available	1
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting	May 12, 2020	Crowd Countingregression	CodeCode Available	1
Automatically identifying ordinary differential equations from data	Apr 21, 2023	Denoisingregression	CodeCode Available	1
Automated Essay Scoring via Pairwise Contrastive Regression	Oct 1, 2022	Automated Essay ScoringContrastive Learning	CodeCode Available	1
Automated Essay Scoring Using Transformer Models	Oct 13, 2021	Automated Essay ScoringBIG-bench Machine Learning	CodeCode Available	1
Bayesian Additive Regression Trees with Model Trees	Jun 12, 2020	modelregression	CodeCode Available	1
Automated Explanation of Machine Learning Models of Footballing Actions in Words	Apr 1, 2025	regression	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