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regression

Papers

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Showing 71–80 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction	Mar 27, 2024	Image CaptioningLanguage Modeling	CodeCode Available	2	5
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior	Jan 6, 2023	3D Face Animationregression	CodeCode Available	2	5
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification	Nov 18, 2020	regressionUncertainty Quantification	CodeCode Available	2	5
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression	Dec 22, 2024	3D Lane DetectionLane Detection	CodeCode Available	2	5
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited	Mar 12, 2020	ClassificationGeneral Classification	CodeCode Available	2	5
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting	Jun 17, 2024	Bayesian InferenceComputational Efficiency	CodeCode Available	2	5
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis	Jan 16, 2024	Instruction Followingregression	CodeCode Available	2	5
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary Classification	May 26, 2025	Emotion Recognitionregression	CodeCode Available	2	5
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	Apr 3, 2022	DecoderDepth Estimation	CodeCode Available	2	5
Complex-YOLO: Real-time 3D Object Detection on Point Clouds	Mar 16, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2	5

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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