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Papers

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Showing 451–460 of 9424 papers

Title	Date	Tasks	Status	Hype
Automated Essay Scoring Using Transformer Models	Oct 13, 2021	Automated Essay ScoringBIG-bench Machine Learning	CodeCode Available	1
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration	Mar 20, 2023	DeblurringDenoising	CodeCode Available	1
JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image	Jul 9, 2020	3D Hand Pose EstimationGPU	CodeCode Available	1
JNMR: Joint Non-linear Motion Regression for Video Frame Interpolation	Jun 9, 2022	Motion Estimationregression	CodeCode Available	1
Kernel PCA with the Nyström method	Sep 12, 2021	regression	CodeCode Available	1
Key Information Extraction From Documents: Evaluation And Generator	Jun 9, 2021	DecoderKey Information Extraction	CodeCode Available	1
Knockoffs-SPR: Clean Sample Selection in Learning with Noisy Labels	Jan 2, 2023	Image ClassificationLearning with noisy labels	CodeCode Available	1
Koopman Kernel Regression	May 25, 2023	Decision Makingregression	CodeCode Available	1
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond	May 21, 2021	DenoisingImage Deblocking	CodeCode Available	1
Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems	Mar 7, 2021	Meta-Learningregression	CodeCode Available	1

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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