General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 951–975 of 14581 papers

Title	Date	Tasks	Status	Hype
An Unsupervised Autoregressive Model for Speech Representation Learning	Apr 5, 2019	General Classificationmodel	CodeCode Available	1
Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification	Sep 1, 2020	Cultural Vocal Bursts Intensity PredictionEmotion Recognition	CodeCode Available	1
SERRANT: a syntactic classifier for English Grammatical Error Types	Apr 6, 2021	General Classification	CodeCode Available	1
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines	Nov 14, 2019	ClassificationGeneral Classification	CodeCode Available	1
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning	Nov 12, 2019	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	1
Adaptive XGBoost for Evolving Data Streams	May 15, 2020	Drift DetectionGeneral Classification	CodeCode Available	1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification	Feb 2, 2021	ClassificationData Augmentation	CodeCode Available	1
ViViT: A Video Vision Transformer	Mar 29, 2021	Action ClassificationAction Recognition	CodeCode Available	1
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)	Oct 13, 2017	General ClassificationLesion Segmentation	CodeCode Available	1
SlowFast Networks for Video Recognition	Dec 10, 2018	Action ClassificationAction Detection	CodeCode Available	1
SmallBigNet: Integrating Core and Contextual Views for Video Classification	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification	Mar 24, 2021	Deep LearningGeneral Classification	CodeCode Available	1
SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification	Aug 17, 2020	ClassificationDecoder	CodeCode Available	1
SOLO: Segmenting Objects by Locations	Dec 10, 2019	ClusteringGeneral Classification	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer	Dec 14, 2020	ClassificationDomain Adaptation	CodeCode Available	1
So-ViT: Mind Visual Tokens for Vision Transformer	Apr 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
Sparse Communication for Distributed Gradient Descent	Apr 17, 2017	General Classificationimage-classification	CodeCode Available	1
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral Classification	CodeCode Available	1
Spatiotemporal Multiplier Networks for Video Action Recognition	Jul 1, 2017	Action RecognitionGeneral Classification	CodeCode Available	1
SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification	Apr 1, 2021	ClassificationGeneral Classification	CodeCode Available	1
Learning Robust Global Representations by Penalizing Local Predictive Power	May 29, 2019	Domain AdaptationDomain Generalization	CodeCode Available	1
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	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