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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 571–580 of 9424 papers

Title	Date	Tasks	Status	Hype
Accurate 3D Object Detection using Energy-Based Models	Dec 8, 2020	2D Object Detection3D Object Detection	CodeCode Available	1
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection	Dec 8, 2020	Multi-Oriented Scene Text DetectionObject	CodeCode Available	1
Residuals-based distributionally robust optimization with covariate information	Dec 2, 2020	regression	CodeCode Available	1
Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression	Dec 2, 2020	regression	CodeCode Available	1
Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters	Dec 1, 2020	Bayesian OptimizationGaussian Processes	CodeCode Available	1
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization	Dec 1, 2020	regressionSupervised Video Summarization	CodeCode Available	1
Bayesian Graph Neural Networks for Molecular Property Prediction	Nov 25, 2020	Molecular Property PredictionPrediction	CodeCode Available	1
Conjecturing-Based Discovery of Patterns in Data	Nov 23, 2020	BIG-bench Machine Learningregression	CodeCode Available	1
Robust Gaussian Process Regression Based on Iterative Trimming	Nov 22, 2020	regression	CodeCode Available	1
Supervised deep learning prediction of the formation enthalpy of the full set of configurations in complex phases: the σ-phase as an example	Nov 21, 2020	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