General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 14581 papers

Title	Date	Tasks	Status	Hype
Crop mapping from image time series: deep learning with multi-scale label hierarchies	Feb 17, 2021	Crop ClassificationGeneral Classification	CodeCode Available	1
Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training	Feb 17, 2021	ClassificationGeneral Classification	CodeCode Available	1
Instance Localization for Self-supervised Detection Pretraining	Feb 16, 2021	ClassificationGeneral Classification	CodeCode Available	1
MATCH: Metadata-Aware Text Classification in A Large Hierarchy	Feb 15, 2021	ClassificationGeneral Classification	CodeCode Available	1
Cross-modal Adversarial Reprogramming	Feb 15, 2021	ClassificationGeneral Classification	CodeCode Available	1
Healing Products of Gaussian Processes	Feb 14, 2021	Gaussian ProcessesGeneral Classification	CodeCode Available	1
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification	Feb 7, 2021	ClassificationEEG	CodeCode Available	1
Bacteriophage classification for assembled contigs using Graph Convolutional Network	Feb 7, 2021	ClassificationDiversity	CodeCode Available	1
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices	Feb 6, 2021	Face RecognitionGeneral Classification	CodeCode Available	1
Deep Semi-Supervised Learning for Time Series Classification	Feb 6, 2021	ClassificationData Augmentation	CodeCode Available	1
Mask Guided Attention For Fine-Grained Patchy Image Classification	Feb 4, 2021	ClassificationGeneral Classification	CodeCode Available	1
Trusted Multi-View Classification	Feb 3, 2021	ClassificationGeneral Classification	CodeCode Available	1
Uncertain Time Series Classification With Shapelet Transform	Feb 3, 2021	ClassificationGeneral Classification	CodeCode Available	1
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation	Feb 2, 2021	Audio ClassificationAudio Tagging	CodeCode Available	1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification	Feb 2, 2021	ClassificationData Augmentation	CodeCode Available	1
When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning	Feb 2, 2021	ClassificationGeneral Classification	CodeCode Available	1
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification	Feb 1, 2021	ClassificationGeneral Classification	CodeCode Available	1
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features	Jan 31, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification	Jan 31, 2021	DiversityGeneral Classification	CodeCode Available	1
Deep Triplet Hashing Network for Case-based Medical Image Retrieval	Jan 29, 2021	ClassificationDeep Hashing	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data	Jan 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Towards Robustness to Label Noise in Text Classification via Noise Modeling	Jan 27, 2021	ClassificationGeneral Classification	CodeCode Available	1
Multilingual and cross-lingual document classification: A meta-learning approach	Jan 27, 2021	Cross-Lingual Document ClassificationDocument Classification	CodeCode Available	1
Efficient Graph Deep Learning in TensorFlow with tf_geometric	Jan 27, 2021	Deep LearningGeneral 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