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Papers

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Showing 441–450 of 9424 papers

Title	Date	Tasks	Status	Hype
Heterogeneous transfer learning for high dimensional regression with feature mismatch	Dec 24, 2024	Multi-Task Learningparameter estimation	—Unverified	0
HNCI: High-Dimensional Network Causal Inference	Dec 24, 2024	Causal Inferenceregression	CodeCode Available	0
Improved Feature Generating Framework for Transductive Zero-shot Learning	Dec 24, 2024	regressionZero-Shot Learning	—Unverified	0
PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects	Dec 24, 2024	regressionVariable Selection	—Unverified	0
An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification	Dec 23, 2024	regressiontext-classification	CodeCode Available	0
Advanced Models for Hourly Marginal CO2 Emission Factor Estimation: A Synergy between Fundamental and Statistical Approaches	Dec 23, 2024	regression	—Unverified	0
Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood	Dec 23, 2024	regression	—Unverified	0
Fair and Accurate Regression: Strong Formulations and Algorithms	Dec 22, 2024	Fairnessregression	—Unverified	0
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression	Dec 22, 2024	3D Lane DetectionLane Detection	CodeCode Available	2
REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation	Dec 21, 2024	Earth Observationregression	—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