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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–20 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection	Jun 8, 2020	Dense Object DetectionGeneral Classification	CodeCode Available	3	5
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes	May 10, 2020	Binary ClassificationClassification	CodeCode Available	3	5
Is deep learning necessary for simple classification tasks?	Jun 11, 2020	AutoMLBinary Classification	CodeCode Available	3	5
USB: A Unified Semi-supervised Learning Benchmark for Classification	Aug 12, 2022	General ClassificationGPU	CodeCode Available	3	5
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts	Oct 17, 2017	General ClassificationSentence	CodeCode Available	3	5
GLM: General Language Model Pretraining with Autoregressive Blank Infilling	Mar 18, 2021	Abstractive Text SummarizationClassification	CodeCode Available	3	5
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels	Oct 29, 2019	General ClassificationTime Series	CodeCode Available	3	5
A simple squared-error reformulation for ordinal classification	Dec 2, 2016	ClassificationGeneral Classification	CodeCode Available	3	5
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks	Jan 31, 2019	Data AugmentationGeneral Classification	CodeCode Available	2	5
Distribution-Free, Risk-Controlling Prediction Sets	Jan 7, 2021	BIG-bench Machine LearningClassification	CodeCode Available	2	5

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified