General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 351–375 of 14581 papers

Title	Date	Tasks	Status	Hype
Road Damage Detection and Classification with Detectron2 and Faster R-CNN	Oct 28, 2020	General ClassificationRoad Damage Detection	CodeCode Available	1
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images	Oct 28, 2020	General ClassificationSegmentation	CodeCode Available	1
NILM as a regression versus classification problem: the importance of thresholding	Oct 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
Fine-grained Information Status Classification Using Discourse Context-Aware BERT	Oct 26, 2020	General Classification	CodeCode Available	1
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies	Oct 26, 2020	General ClassificationGraph Classification	CodeCode Available	1
Classification of Important Segments in Educational Videos using Multimodal Features	Oct 26, 2020	ClassificationGeneral Classification	CodeCode Available	1
X-Class: Text Classification with Extremely Weak Supervision	Oct 24, 2020	ClassificationClustering	CodeCode Available	1
Attention Transfer Network for Aspect-level Sentiment Classification	Oct 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Fusion of Dual Spatial Information for Hyperspectral Image Classification	Oct 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification	Oct 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi	Oct 23, 2020	ArticlesBenchmarking	CodeCode Available	1
Knowledge Distillation for BERT Unsupervised Domain Adaptation	Oct 22, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Mood Classification Using Listening Data	Oct 22, 2020	ClassificationGeneral Classification	CodeCode Available	1
Urban Sound Classification : striving towards a fair comparison	Oct 22, 2020	Audio ClassificationAudio Tagging	CodeCode Available	1
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis	Oct 21, 2020	ClassificationDeep Learning	CodeCode Available	1
Line Graph Neural Networks for Link Prediction	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Stationary Activations for Uncertainty Calibration in Deep Learning	Oct 19, 2020	Deep LearningGeneral Classification	CodeCode Available	1
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification	Oct 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
Cold-start Active Learning through Self-supervised Language Modeling	Oct 19, 2020	Active LearningClassification	CodeCode Available	1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection	Oct 17, 2020	Binary ClassificationClassification	CodeCode Available	1
TopicBERT for Energy Efficient Document Classification	Oct 15, 2020	ClassificationDocument Classification	CodeCode Available	1
Semi-supervised NMF Models for Topic Modeling in Learning Tasks	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs	Oct 15, 2020	Document ClassificationGeneral Classification	CodeCode Available	1
Minimax Classification with 0-1 Loss and Performance Guarantees	Oct 15, 2020	ClassificationGeneral 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