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regression

Papers

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Showing 21–30 of 9424 papers

Title	Date	Tasks	Status	Hype
Improved 3D Point-Line Mapping Regression for Camera Relocalization	Feb 28, 2025	Camera Relocalizationregression	CodeCode Available	3
Predicting from Strings: Language Model Embeddings for Bayesian Optimization	Oct 14, 2024	Bayesian OptimizationExperimental Design	CodeCode Available	3
Class Symbolic Regression: Gotta Fit 'Em All	Dec 4, 2023	AllDeep Reinforcement Learning	CodeCode Available	3
Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities	Nov 17, 2021	regression	CodeCode Available	3
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression	Nov 19, 2019	object-detectionObject Detection	CodeCode Available	2
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting	Jun 17, 2024	Bayesian InferenceComputational Efficiency	CodeCode Available	2
CoverNet: Multimodal Behavior Prediction using Trajectory Sets	Nov 23, 2019	Predictionregression	CodeCode Available	2
Conformal prediction interval for dynamic time-series	Oct 18, 2020	Conformal PredictionEnsemble Learning	CodeCode Available	2
Discovering symbolic expressions with parallelized tree search	Jul 5, 2024	Equation Discoveryregression	CodeCode Available	2
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior	Jan 6, 2023	3D Face Animationregression	CodeCode Available	2

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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