General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–50 of 14581 papers

Title	Date	Tasks	Status	Hype
PyCM: Multiclass confusion matrix library in Python	May 29, 2018	General Classification	CodeCode Available	2
Knowledge Representation Learning: A Quantitative Review	Dec 28, 2018	General ClassificationInformation Retrieval	CodeCode Available	2
Hopular: Modern Hopfield Networks for Tabular Data	Jun 1, 2022	Deep LearningGeneral Classification	CodeCode Available	2
Single channel voice separation for unknown number of speakers under reverberant and noisy settings	Nov 4, 2020	ClassificationGeneral Classification	CodeCode Available	2
Some Improvements on Deep Convolutional Neural Network Based Image Classification	Dec 19, 2013	ClassificationGeneral Classification	CodeCode Available	2
ktrain: A Low-Code Library for Augmented Machine Learning	Apr 19, 2020	BIG-bench Machine LearningClassification	CodeCode Available	2
Fixing the train-test resolution discrepancy	Jun 14, 2019	Data AugmentationFine-Grained Image Classification	CodeCode Available	2
Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding	Oct 2, 2020	Aspect-Based Sentiment Analysis (ABSA)Classification	CodeCode Available	2
Leveraging Latent Features for Local Explanations	May 29, 2019	General ClassificationOpen-Ended Question Answering	CodeCode Available	2
Large Scale Radio Frequency Signal Classification	Jul 20, 2022	DiversityGeneral Classification	CodeCode Available	2
Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service	Jan 8, 2020	ClassificationGeneral Classification	CodeCode Available	2
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach	Aug 31, 2019	ArticlesBenchmarking	CodeCode Available	2
CLUE: A Chinese Language Understanding Evaluation Benchmark	Apr 13, 2020	General ClassificationMachine Reading Comprehension	CodeCode Available	2
Distribution-Free, Risk-Controlling Prediction Sets	Jan 7, 2021	BIG-bench Machine LearningClassification	CodeCode Available	2
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks	Jan 31, 2019	Data AugmentationGeneral Classification	CodeCode Available	2
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data	Jul 6, 2018	General Classification	CodeCode Available	2
Fully Convolutional Instance-aware Semantic Segmentation	Nov 23, 2016	General ClassificationInstance Segmentation	CodeCode Available	2
Graph Neural Networks in TensorFlow and Keras with Spektral	Jun 22, 2020	Deep LearningGeneral Classification	CodeCode Available	2
Graph Transformer Networks	Nov 6, 2019	General ClassificationHeterogeneous Node Classification	CodeCode Available	2
Deep learning for time series classification: a review	Sep 12, 2018	Deep LearningGeneral Classification	CodeCode Available	2
Is Space-Time Attention All You Need for Video Understanding?	Feb 9, 2021	Action ClassificationAction Recognition	CodeCode Available	2
AST: Audio Spectrogram Transformer	Apr 5, 2021	Audio ClassificationAudio Tagging	CodeCode Available	2
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification	Oct 26, 2020	Few-Shot Text ClassificationGeneral Classification	CodeCode Available	2
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction	Dec 17, 2019	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	2
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited	Mar 12, 2020	ClassificationGeneral Classification	CodeCode Available	2

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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