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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 861–870 of 14581 papers

Title	Date	Tasks	Status	Hype
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics	Apr 7, 2019	Action RecognitionGeneral Classification	CodeCode Available	1
An Unsupervised Autoregressive Model for Speech Representation Learning	Apr 5, 2019	General Classificationmodel	CodeCode Available	1
Template-Based Automatic Search of Compact Semantic Segmentation Architectures	Apr 4, 2019	General ClassificationHoldout Set	CodeCode Available	1
Hyperbolic Image Embeddings	Apr 3, 2019	Few-Shot LearningGeneral Classification	CodeCode Available	1
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems	Mar 29, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
SciBERT: A Pretrained Language Model for Scientific Text	Mar 26, 2019	Citation Intent ClassificationDependency Parsing	CodeCode Available	1
Benchmarking Natural Language Understanding Services for building Conversational Agents	Mar 13, 2019	BenchmarkingGeneral Classification	CodeCode Available	1
Manifold Mixup improves text recognition with CTC loss	Mar 11, 2019	Data AugmentationGeneral Classification	CodeCode Available	1
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples	Mar 7, 2019	Few-Shot Image ClassificationGeneral Classification	CodeCode Available	1
BERT for Joint Intent Classification and Slot Filling	Feb 28, 2019	General Classificationintent-classification	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