General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 76–100 of 14581 papers

Title	Date	Tasks	Status	Hype
Contributions of Shape, Texture, and Color in Visual Recognition	Jul 19, 2022	AttributeGeneral Classification	CodeCode Available	1
Semi-Supervised Temporal Action Detection with Proposal-Free Masking	Jul 14, 2022	Action DetectionGeneral Classification	CodeCode Available	1
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network	Jun 28, 2022	General Classificationimage-classification	CodeCode Available	1
Protoformer: Embedding Prototypes for Transformers	Jun 25, 2022	ClassificationGeneral Classification	CodeCode Available	1
Differentiable Top-k Classification Learning	Jun 15, 2022	General ClassificationImage Classification	CodeCode Available	1
Evaluating histopathology transfer learning with ChampKit	Jun 14, 2022	BenchmarkingCell Detection	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
Localizing Semantic Patches for Accelerating Image Classification	Jun 7, 2022	ClassificationGeneral Classification	CodeCode Available	1
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed	May 27, 2022	BenchmarkingBinary Classification	CodeCode Available	1
EXACT: How to Train Your Accuracy	May 19, 2022	General Classificationimage-classification	CodeCode Available	1
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
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
Feature Generation for Long-tail Classification	Nov 10, 2021	ClassificationFew-Shot Learning	CodeCode Available	1
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers	Jul 23, 2021	Adversarial RobustnessGeneral Classification	CodeCode Available	1
XBNet : An Extremely Boosted Neural Network	Jun 9, 2021	Anomaly DetectionBreast Cancer Detection	CodeCode Available	1
SA2SL: From Aspect-Based Sentiment Analysis to Social Listening System for Business Intelligence	May 31, 2021	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1
DiagSet: a dataset for prostate cancer histopathological image classification	May 9, 2021	ClassificationGeneral Classification	CodeCode Available	1
DocSCAN: Unsupervised Text Classification via Learning from Neighbors	May 9, 2021	ClassificationClustering	CodeCode Available	1
Diffusion Mechanism in Residual Neural Network: Theory and Applications	May 7, 2021	Binary ClassificationClassification	CodeCode Available	1
ResMLP: Feedforward networks for image classification with data-efficient training	May 7, 2021	Data AugmentationFine-Grained Image Classification	CodeCode Available	1
Soft-Attention Improves Skin Cancer Classification Performance	May 5, 2021	Cancer ClassificationClassification	CodeCode Available	1
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis	May 4, 2021	3D Part Segmentation3D Point Cloud Classification	CodeCode Available	1
LFI-CAM: Learning Feature Importance for Better Visual Explanation	May 3, 2021	ClassificationDecision Making	CodeCode Available	1
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation	Apr 29, 2021	ClassificationCross-Domain Few-Shot	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	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