SOTAVerified|Agents Browse Leaderboard About

regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 31–40 of 9424 papers

Title	Date	Tasks	Status	Hype
Quantized symbolic time series approximation	Nov 20, 2024	Anomaly DetectionAstronomy	CodeCode Available	2
SymbolFit: Automatic Parametric Modeling with Symbolic Regression	Nov 15, 2024	Formregression	CodeCode Available	2
Very fast Bayesian Additive Regression Trees on GPU	Oct 30, 2024	CPUGPU	CodeCode Available	2
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models	Oct 28, 2024	Computational EfficiencyFeature Importance	CodeCode Available	2
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search	Oct 24, 2024	ClusteringGPU	CodeCode Available	2
Mixed-curvature decision trees and random forests	Oct 3, 2024	Link Predictionregression	CodeCode Available	2
GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization	Sep 24, 2024	3D geometry3DGS	CodeCode Available	2
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian Splatting	Aug 20, 2024	3DGSNeRF	CodeCode Available	2
Discovering symbolic expressions with parallelized tree search	Jul 5, 2024	Equation Discoveryregression	CodeCode Available	2
SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding	Jul 3, 2024	object-detectionObject Detection	CodeCode Available	2

Show:10 25 50

← PrevPage 4 of 943Next →

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