SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 11601–11650 of 14581 papers

TitleStatusHype
How Useful is Region-based Classification of Remote Sensing Images in a Deep Learning Framework?—0
Image-embodied Knowledge Representation LearningCode0
Deep Learning for Video Classification and CaptioningCode0
Land Use Classification using Convolutional Neural Networks Applied to Ground-Level Images—0
Matrix Variate RBM Model with Gaussian Distributions—0
Partial Least Squares Regression on Riemannian Manifolds and Its Application in Classifications—0
How should we evaluate supervised hashing?Code0
FastBDT: A speed-optimized and cache-friendly implementation of stochastic gradient-boosted decision trees for multivariate classificationCode0
Multiclass Classification Calibration Functions—0
Transfer Learning for Material Classification using Convolutional Networks—0
Semantic Similarity Strategies for Job Title Classification—0
Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Dataset of Paintings—0
Inherent Trade-Offs in the Fair Determination of Risk Scores—0
On the adoption of abductive reasoning for time series interpretationCode1
Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective—0
Probabilistic Feature Selection and Classification Vector Machine—0
Rule Extraction Algorithm for Deep Neural Networks: A Review—0
Intrinsic normalization and extrinsic denormalization of formant data of vowels—0
Grammatical Templates: Improving Text Difficulty Evaluation for Language Learners—0
Matrix Product State for Higher-Order Tensor Compression and Classification—0
Learning Schizophrenia Imaging Genetics Data Via Multiple Kernel Canonical Correlation Analysis—0
Column Networks for Collective ClassificationCode0
Joint Gender Classification and Age Estimation by Nearly Orthogonalizing Their Semantic Spaces—0
Combining Texture and Shape Cues for Object Recognition With Minimal Supervision—0
A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning—0
Convolutional Recurrent Neural Networks for Music ClassificationCode1
Sampling Generative NetworksCode1
A Greedy Algorithm to Cluster SpecialistsCode0
Crafting a multi-task CNN for viewpoint estimation—0
Segmentation and Classification of Skin Lesions for Disease Diagnosis—0
Reliable Attribute-Based Object Recognition Using High Predictive Value Classifiers—0
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition—0
Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples—0
Unsupervised Identification of Translationese—0
An empirical study on the effects of different types of noise in image classification tasksCode0
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis—0
INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification—0
An Integrated Classification Model for Financial Data Mining—0
INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis—0
Semi-Supervised Classification with Graph Convolutional NetworksCode1
Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks—0
DiSMEC - Distributed Sparse Machines for Extreme Multi-label ClassificationCode0
Learning Action Concept Trees and Semantic Alignment Networks from Image-Description Data—0
Generating Videos with Scene Dynamics—0
Using Gaussian Processes for Rumour Stance Classification in Social Media—0
Sentiment Classification of Food Reviews—0
Fitted Learning: Models with Awareness of their LimitsCode0
DAiSEE: Towards User Engagement Recognition in the Wild—0
Delaunay Triangulation on Skeleton of Flowers for Classification—0
Animal Classification System: A Block Based Approach—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified