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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 441–450 of 9424 papers

Title	Date	Tasks	Status	Hype
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models	Oct 16, 2021	DecoderLanguage Modelling	CodeCode Available	1
Universally Rank Consistent Ordinal Regression in Neural Networks	Oct 14, 2021	Binary ClassificationPrognosis	CodeCode Available	1
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing	Oct 14, 2021	Fault Detectionregression	CodeCode Available	1
Automated Essay Scoring Using Transformer Models	Oct 13, 2021	Automated Essay ScoringBIG-bench Machine Learning	CodeCode Available	1
Subspace Regularizers for Few-Shot Class Incremental Learning	Oct 13, 2021	class-incremental learningClass Incremental Learning	CodeCode Available	1
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks	Oct 8, 2021	Adversarial RobustnessInductive Bias	CodeCode Available	1
Decoupled Adaptation for Cross-Domain Object Detection	Oct 6, 2021	Domain AdaptationObject	CodeCode Available	1
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests	Oct 6, 2021	BIG-bench Machine LearningModel Selection	CodeCode Available	1
Calibrated Multiple-Output Quantile Regression with Representation Learning	Oct 2, 2021	Conformal Predictionquantile regression	CodeCode Available	1
VoxCeleb Enrichment for Age and Gender Recognition	Sep 28, 2021	Age Estimationregression	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