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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 41–50 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Fully Convolutional Instance-aware Semantic Segmentation	Nov 23, 2016	General ClassificationInstance Segmentation	CodeCode Available	2	5
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach	Aug 31, 2019	ArticlesBenchmarking	CodeCode Available	2	5
Deep learning for time series classification	Oct 1, 2020	Activity RecognitionClassification	CodeCode Available	2	5
Hopular: Modern Hopfield Networks for Tabular Data	Jun 1, 2022	Deep LearningGeneral Classification	CodeCode Available	2	5
Is Space-Time Attention All You Need for Video Understanding?	Feb 9, 2021	Action ClassificationAction Recognition	CodeCode Available	2	5
Knowledge Representation Learning: A Quantitative Review	Dec 28, 2018	General ClassificationInformation Retrieval	CodeCode Available	2	5
AST: Audio Spectrogram Transformer	Apr 5, 2021	Audio ClassificationAudio Tagging	CodeCode Available	2	5
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification	Oct 26, 2020	Few-Shot Text ClassificationGeneral Classification	CodeCode Available	2	5
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	5
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited	Mar 12, 2020	ClassificationGeneral Classification	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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