General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–75 of 14581 papers

Title	Date	Tasks	Status	Hype
Differentiable Top-k Classification Learning	Jun 15, 2022	General ClassificationImage Classification	CodeCode Available	1
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks	Jun 14, 2022	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Evaluating histopathology transfer learning with ChampKit	Jun 14, 2022	BenchmarkingCell Detection	CodeCode Available	1
Localizing Semantic Patches for Accelerating Image Classification	Jun 7, 2022	ClassificationGeneral Classification	CodeCode Available	1
Hopular: Modern Hopfield Networks for Tabular Data	Jun 1, 2022	Deep LearningGeneral Classification	CodeCode Available	2
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed	May 27, 2022	BenchmarkingBinary Classification	CodeCode Available	1
Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications	May 27, 2022	ClusteringGeneral Classification	—Unverified	0
Progressive Class Semantic Matching for Semi-supervised Text Classification	May 20, 2022	General ClassificationLanguage Modeling	CodeCode Available	0
EXACT: How to Train Your Accuracy	May 19, 2022	General Classificationimage-classification	CodeCode Available	1
A Classification of G-invariant Shallow Neural Networks	May 18, 2022	General ClassificationNeural Architecture Search	CodeCode Available	0
Sibylvariant Transformations for Robust Text Classification	May 10, 2022	Adversarial RobustnessDefect Detection	CodeCode Available	0
Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling	May 10, 2022	Few-Shot Image ClassificationGeneral Classification	CodeCode Available	1
Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers	May 9, 2022	feature selectionGeneral Classification	CodeCode Available	0
Generating Representative Samples for Few-Shot Classification	May 5, 2022	Few-Shot LearningGeneral Classification	CodeCode Available	1
FastMapSVM: Classifying Complex Objects Using the FastMap Algorithm and Support-Vector Machines	Apr 7, 2022	General ClassificationInterpretable Machine Learning	CodeCode Available	1
Minimax risk classifiers with 0-1 loss	Jan 17, 2022	ClassificationGeneral Classification	—Unverified	0
Feature Generation for Long-tail Classification	Nov 10, 2021	ClassificationFew-Shot Learning	CodeCode Available	1
Binary classification of proteins by a Machine Learning approach	Nov 3, 2021	BIG-bench Machine LearningBinary Classification	—Unverified	0
Is Attention always needed? A Case Study on Language Identification from Speech	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers	Jul 23, 2021	Adversarial RobustnessGeneral Classification	CodeCode Available	1
Rule-Based Classification of Hyperspectral Imaging Data	Jul 21, 2021	ClassificationGeneral Classification	—Unverified	0
Video Swin Transformer	Jun 24, 2021	Action ClassificationAction Recognition	CodeCode Available	2
Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring	Jun 15, 2021	Edge-computingfeature selection	CodeCode Available	0
XBNet : An Extremely Boosted Neural Network	Jun 9, 2021	Anomaly DetectionBreast Cancer Detection	CodeCode Available	1
Tabular Data: Deep Learning is Not All You Need	Jun 6, 2021	AllAutoML	CodeCode Available	0

Show:10 25 50

← PrevPage 3 of 584Next →

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