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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 101–110 of 14581 papers

Title	Date	Tasks	Status	Hype
Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps	Apr 26, 2021	ClassificationGeneral Classification	CodeCode Available	1
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets	Apr 26, 2021	General Classificationimage-classification	CodeCode Available	1
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System	Apr 24, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text	Apr 22, 2021	Action ClassificationAction Recognition	CodeCode Available	1
All Tokens Matter: Token Labeling for Training Better Vision Transformers	Apr 22, 2021	AllEfficient ViTs	CodeCode Available	1
So-ViT: Mind Visual Tokens for Vision Transformer	Apr 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
Rule Generation for Classification: Scalability, Interpretability, and Fairness	Apr 21, 2021	ClassificationFairness	CodeCode Available	1
Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation	Apr 20, 2021	Binary ClassificationGeneral Classification	CodeCode Available	1
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning	Apr 20, 2021	ClusteringGeneral Classification	CodeCode Available	1
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation	Apr 18, 2021	Data AugmentationGeneral 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	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