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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 311–320 of 14581 papers

Title	Date	Tasks	Status	Hype
Embedded Self-Distillation in Compact Multi-Branch Ensemble Network for Remote Sensing Scene Classification	Apr 1, 2021	General ClassificationScene Classification	—Unverified	0
Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation	Apr 1, 2021	ClassificationGeneral Classification	—Unverified	0
The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study	Apr 1, 2021	ClassificationDimensionality Reduction	—Unverified	0
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification	Apr 1, 2021	General ClassificationTransfer Learning	CodeCode Available	1
SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification	Apr 1, 2021	ClassificationGeneral Classification	CodeCode Available	1
Students are the Best Teacher: Exit-Ensemble Distillation with Multi-Exits	Apr 1, 2021	ClassificationGeneral Classification	CodeCode Available	0
Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix	Mar 31, 2021	ClassificationEEG	CodeCode Available	0
Misinformation detection in Luganda-English code-mixed social media text	Mar 31, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Channel-Based Attention for LCC Using Sentinel-2 Time Series	Mar 31, 2021	ClassificationGeneral Classification	—Unverified	0
Low-dimensional Denoising Embedding Transformer for ECG Classification	Mar 31, 2021	ClassificationDenoising	—Unverified	0

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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