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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 221–230 of 14581 papers

Title	Date	Tasks	Status	Hype
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data	Jan 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Multilingual and cross-lingual document classification: A meta-learning approach	Jan 27, 2021	Cross-Lingual Document ClassificationDocument Classification	CodeCode Available	1
Towards Robustness to Label Noise in Text Classification via Noise Modeling	Jan 27, 2021	ClassificationGeneral Classification	CodeCode Available	1
Efficient Graph Deep Learning in TensorFlow with tf_geometric	Jan 27, 2021	Deep LearningGeneral Classification	CodeCode Available	1
ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease	Jan 26, 2021	ClassificationComputed Tomography (CT)	CodeCode Available	1
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning	Jan 26, 2021	Binary ClassificationClassification	CodeCode Available	1
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading	Jan 25, 2021	Colorectal Polyps CharacterizationGeneral Classification	CodeCode Available	1
Multi-task Learning Approach for Automatic Modulation and Wireless Signal Classification	Jan 25, 2021	General ClassificationManagement	CodeCode Available	1
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction	Jan 25, 2021	Author ProfilingClassification	CodeCode Available	1

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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