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Papers

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Showing 451–460 of 9424 papers

Title	Date	Tasks	Status	Hype
Kernel PCA with the Nyström method	Sep 12, 2021	regression	CodeCode Available	1
Assessing the Performance of Online Students -- New Data, New Approaches, Improved Accuracy	Sep 4, 2021	Knowledge Tracingregression	CodeCode Available	1
Machine learning on DNA-encoded library count data using an uncertainty-aware probabilistic loss function	Aug 27, 2021	DenoisingDrug Discovery	CodeCode Available	1
Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection	Aug 23, 2021	Anomaly DetectionAttribute	CodeCode Available	1
Group-aware Contrastive Regression for Action Quality Assessment	Aug 17, 2021	Action Quality Assessmentregression	CodeCode Available	1
Disentangled High Quality Salient Object Detection	Aug 8, 2021	GPUObject	CodeCode Available	1
Fully Neural Network Mode Based Intra Prediction of Variable Block Size	Aug 5, 2021	Predictionregression	CodeCode Available	1
Generic Neural Architecture Search via Regression	Aug 4, 2021	image-classificationImage Classification	CodeCode Available	1
Improving Music Performance Assessment with Contrastive Learning	Aug 3, 2021	Contrastive Learningregression	CodeCode Available	1
CDRNN: Discovering Complex Dynamics in Human Language Processing	Aug 1, 2021	regression	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