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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–90 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples	Apr 11, 2024	Language ModelingLanguage Modelling	CodeCode Available	2	5
GMFlow: Learning Optical Flow via Global Matching	Nov 26, 2021	Optical Flow Estimationregression	CodeCode Available	2	5
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction	Mar 27, 2024	Image CaptioningLanguage Modeling	CodeCode Available	2	5
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian Splatting	Aug 20, 2024	3DGSNeRF	CodeCode Available	2	5
Fractional ridge regression: a fast, interpretable reparameterization of ridge regression	May 7, 2020	regression	CodeCode Available	2	5
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random Features	Jun 30, 2024	GPRHyperparameter Optimization	CodeCode Available	2	5
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning	Jun 26, 2024	Graph ClassificationGraph Learning	CodeCode Available	2	5
Learning Convex Optimization Models	Jun 7, 2020	regression	CodeCode Available	2	5
Multi-Target XGBoostLSS Regression	Oct 13, 2022	regression	CodeCode Available	2	5
Transformers learn in-context by gradient descent	Dec 15, 2022	In-Context LearningMeta-Learning	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