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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 1011–1020 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning	Mar 15, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1	5
DeepBall: Deep Neural-Network Ball Detector	Feb 19, 2019	General ClassificationObject	CodeCode Available	1	5
Transductive Zero-Shot Learning for 3D Point Cloud Classification	Dec 16, 2019	3D Point Cloud ClassificationClassification	CodeCode Available	1	5
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator	Oct 10, 2020	Active LearningClassification	CodeCode Available	1	5
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization	Apr 15, 2019	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1	5
Transformer Interpretability Beyond Attention Visualization	Dec 17, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Transparent Classification with Multilayer Logical Perceptrons and Random Binarization	Dec 10, 2019	BinarizationClassification	CodeCode Available	1	5
TResNet: High Performance GPU-Dedicated Architecture	Mar 30, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1	5
Trusted Multi-View Classification	Feb 3, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Deep Instance-Level Hard Negative Mining Model for Histopathology Images	Jun 24, 2019	General ClassificationMultiple Instance Learning	CodeCode Available	1	5

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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