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Papers

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Showing 1–10 of 9424 papers

Title	Date	Tasks	Status	Hype
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression	Jul 20, 2025	Aesthetics Quality AssessmentNo-Reference Image Quality Assessment	—Unverified	0
Imbalanced Regression Pipeline Recommendation	Jul 16, 2025	AutoMLMeta-Learning	CodeCode Available	0
Second-Order Bounds for [0,1]-Valued Regression via Betting Loss	Jul 16, 2025	Distributional Reinforcement Learningregression	—Unverified	0
Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts	Jul 16, 2025	Feature Importanceregression	—Unverified	0
Sparse Regression Codes exploit Multi-User Diversity without CSI	Jul 15, 2025	DecoderDiversity	—Unverified	0
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary	Jul 10, 2025	Attributeregression	—Unverified	0
Active Learning for Manifold Gaussian Process Regression	Jun 26, 2025	Active LearningDimensionality Reduction	CodeCode Available	0
Integrating Pharmacokinetics and Pharmacodynamics Modeling with Quantum Regression for Predicting Herbal Compound Toxicity	Jun 25, 2025	regression	—Unverified	0
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision	Jun 25, 2025	Contrastive LearningFeature Correlation	CodeCode Available	1
A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression	Jun 25, 2025	BenchmarkingManagement	—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