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Papers

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Showing 241–250 of 9424 papers

Title	Date	Tasks	Status	Hype
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle	Mar 24, 2023	Learning Theoryregression	CodeCode Available	1
Design-Robust Two-Way-Fixed-Effects Regression For Panel Data	Jul 29, 2021	regressionVocal Bursts Valence Prediction	CodeCode Available	1
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization	Dec 1, 2020	regressionSupervised Video Summarization	CodeCode Available	1
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation	Dec 13, 2022	PredictionPrediction Intervals	CodeCode Available	1
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training	Apr 13, 2020	object-detectionObject Detection	CodeCode Available	1
Dynamic Time Lag Regression: Predicting What & When	May 1, 2020	regression	CodeCode Available	1
Active Preference-Based Gaussian Process Regression for Reward Learning	May 6, 2020	regression	CodeCode Available	1
Efficient Conditionally Invariant Representation Learning	Dec 16, 2022	Fairnessregression	CodeCode Available	1
Efficient Facial Expression Analysis For Dimensional Affect Recognition Using Geometric Features	Jun 15, 2021	regression	CodeCode Available	1
Cauchy-Schwarz Divergence Information Bottleneck for Regression	Apr 27, 2024	Adversarial RobustnessInformation Plane	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