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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1361–1370 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Explaining word embeddings with perfect fidelity: Case study in research impact prediction	Sep 24, 2024	ArticlesFeature Importance	CodeCode Available	0	5
Distributional Refinement Network: Distributional Forecasting via Deep Learning	Jun 3, 2024	Deep Learningregression	CodeCode Available	0	5
A Deterministic Streaming Sketch for Ridge Regression	Feb 5, 2020	regression	CodeCode Available	0	5
Exploring Bayesian approaches to eQTL mapping through probabilistic programming	Jun 12, 2019	Probabilistic Programmingregression	CodeCode Available	0	5
Systematically designing better instance counting models on cell images with Neural Arithmetic Logic Units	Apr 14, 2020	Data Augmentationregression	CodeCode Available	0	5
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts	Jul 2, 2024	Decision Makingquantile regression	CodeCode Available	0	5
Distribution Regression with Sliced Wasserstein Kernels	Feb 8, 2022	regression	CodeCode Available	0	5
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs	Aug 13, 2018	Causal Inferenceregression	CodeCode Available	0	5
Distributional conformal prediction	Sep 17, 2019	Conformal Predictioncounterfactual	CodeCode Available	0	5
Bayesian Active Learning By Distribution Disagreement	Jan 2, 2025	Active Learningregression	CodeCode Available	0	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